LLM_for_novel_with_history_and_superheroines

This dataset contains the complete text of several novel, fully generated with the assistance of open-source large language models (LLMs). It represents an experiment in large-scale literary creation under a human-AI collaborative paradigm: the human author designed the story architecture, character settings, historical research, and narrative pacing, while open-source LLMs carried out text expansion, dialogue generation, scene depiction, and the weaving of multiple narrative threads based on detailed prompts.

In addition to individual files, this dataset is also packaged in JSON format (https://huggingface.co/datasets/MARK18964758/LLM_for_novel_with_history_and_superheroines/blob/main/dataset_for_conversations.json)for large‑scale training, strictly following the instruction‑tuning data formats of mainstream LLMs such as DeepSeek and Qwen. You can conveniently import and use it with the provided MATLAB(https://huggingface.co/datasets/MARK18964758/LLM_for_novel_with_history_and_superheroines/tree/main/matlab_functions%20to%20view%20the%20dataset) or Python(https://huggingface.co/datasets/MARK18964758/LLM_for_novel_with_history_and_superheroines/tree/main/python_functions%20to%20view%20the%20dataset) functions, making it ready for direct integration into your model training or evaluation pipelines.

The defining feature of this creative experiment is its superhero-inspired reimagining of historical figures. The real-life stories of Chinese revolutionary heroes—such as Zhu Feng (Ji Hongjuan), Wu Xianqing, Zhao Yiman (Li Kuntai), Chen Xiuliang, and Xiao Minghua—are interwoven with a sweeping eighty-year timeline, comic-book-style surreal elements (the "Project Rainbow" electromagnetic experiments, biological immortality, a masked vigilante lineage), and contemporary achievements in China's aerospace industry (the Long March rocket series, the Mars sample-return mission, the DF-17 and DF-61 strategic missiles). The result is a narrative world that is both deeply rooted in historical fact and brimming with romantic imagination. Fictional characters (such as Minister of State Security Chen Jing, aerospace engineer Chai Song, and mathematics prodigy Ji Wei) interact in the same timeline with real-world figures (such as Jensen Huang, Lisa Su, Yan Ning, and Meng Wanzhou), blurring the line between fiction and reality.

Chen Jing is an entirely fictional character. She was not designed to be a model public servant, but rather a figure of internal contradiction—someone who rides a shared bike to work, argues with netizens on Weibo, and is cursed to the top of trending searches yet never closes her comment section. She represents a fragile possibility: independent thought persisting within a vast institutional system.

In the AIGC-assisted creative process, the author first established Chen Jing's core tensions (rule of law vs. institutional inertia, procedural justice vs. outcome orientation), key experiences (from Supreme Court judge to Deputy Minister of State Security, driving anti-espionage legal reforms), and signature behaviors (posting on Weibo, replying to netizens, riding shared bikes). The LLM then generated her dialogue, internal monologues, official speeches, and online interactions for each chapter based on these parameters. Her controversial remark about Xiao Minghua—"If you cover up the name, it just looks like a love-struck fool"—and the subsequent wave of public backlash that followed, were both generated by the model through multiple iterations, autonomously producing responses consistent with her established personality. It was not the human author writing every word; it was the model "understanding" this person's behavioral logic and reacting accordingly.

This is the core experimental value of AIGC narrative: given a sufficiently complex character core, let the model deduce her words and actions in specific situations. The reason Chen Jing leaves such a strong impression is, in a sense, because she is genuinely "alive"—every speech she delivers, every silence she keeps, every Weibo draft she writes and deletes, is a natural extension of that core within the model.

The dataset includes both the complete prompts used in each round of dialogue and the corresponding model-generated outputs, enabling researchers to reproduce and compare results.We hope this dataset will provide valuable material for research and creation in several directions: the challenges of long-form narrative coherence with LLM assistance, the ethical boundaries of historical fiction, and the possibilities of merging the "superhero" genre with modern Chinese history. Whether you are an NLP researcher, a creative writing practitioner, or simply a reader curious about this century-spanning tale, you are welcome to freely use, analyze, and reimagine the contents of this dataset.

Novel:Zhu Feng

A series of literary experimental works centered around the revolutionary martyr Zhu Feng (Zhu Chenzhi, 1905–1950), along with their derivative discussion texts. Zhu Feng came from a wealthy merchant family in Zhenhai, Zhejiang. In her early years, she studied at Ningbo Women’s Normal School, where she was a classmate of Chen Xiuliang and others. After the outbreak of the full-scale War of Resistance against Japan, she sold her family property to join the revolution, working in underground publishing and intelligence for the New Knowledge Bookstore and the New Fourth Army’s mobile bookstore. In November 1949, she was dispatched by the East China Bureau to Taiwan on a covert mission under the cover of a bank clerk. In 1950, she was betrayed by the traitor Cai Xiaoqian and arrested. On June 10 of that year, she was executed alongside Wu Shi, Chen Baocang, and Nie Xi at the Matoujian Execution Ground in Taipei. The works in this dataset are grounded in Zhu Feng’s life story, but present vastly different literary imaginings of the same history through multiple styles—ranging from the sci-fi-infused The Eclipse of the Field, to the “ordinary hero” narrative of Firefly, and the “anti-hero” approach of Light of the Ant. Alongside these fictional works, the dataset also includes Zhihu-style reviews and discussions, simulating contemporary readers’ heated debates on martyr narratives, historical deconstruction, and literary ethics.

Novel:Chen Jing

The story centers on two female protagonists: Chen Jing, a Deputy Minister of the Ministry of State Security, and Ji Hongjuan, an aerospace engineer. Many characters in the novel are inspired by real-life figures or have their backgrounds rooted in reality. For instance, the martyr Zhu Feng, portrayed by actress Wu Yue, is a real hero from China’s intelligence history, while aerospace experts like Wei Mingying and Wang Xiaogang are based on distinguished representatives from China’s national defense technology industry. Through fictional plots, the novel delves into profound themes such as “idealism versus betrayal,” “procedural justice versus national security,” and “personal loyalty versus institutional rules.” Controversial plotlines—such as Ji Hongjuan’s departure with classified data and Chen Jing’s struggles both within and outside the system—have sparked widespread debate on topics including technological ethics, national allegiance, and individual choice. This dataset includes the full novel text, along with compiled background information on real-life figures, heated online discussions, and diverse public reactions. It is intended to provide a unique, multidimensional experimental text for studying AIGC’s capabilities in narrative construction, social mirroring, and exploring ethical boundaries.

Chen Jing, the Executive Deputy Minister of the Ministry of State Security, is a composite character brimming with internal contradictions and idealistic conviction. Hailing from a remote mountainous region in Yunnan, she earned her place at Tsinghua University and a doctorate in law through sheer merit, embodying a rare combination of “intellectual elite” and “pragmatic doer” within the establishment. In her personal life, she champions minimalism, commuting by shared bicycle, abhorring inefficient overtime, and even meticulously calculating the extra fees on her bike-sharing plan—all as subtle acts of resistance against bureaucratic inertia. Yet, in her professional capacity, she holds one of the nation’s most sensitive security posts, while frequently voicing sharp criticisms and reflections on historical events (such as the martyr Zhu Feng case), current policies (like the labor dispatch system), and even the means of national unification on social media. Her character is designed to explore a fundamental question: how does an individual, who deeply identifies with the rule of law and procedural justice, survive and struggle within the rigid logic of the national security apparatus, while clinging to the flexible boundaries of personal moral conviction?

Ji Hongjuan, in contrast, embodies the notion of “idealistic betrayal.” As a lead engineer at the 14th Institute of the First Academy of CASC, she possesses top-secret parameters for the warhead structures of multiple Chinese strategic missiles, including land-based DF series and submarine-launched JL series. However, her defection is not driven by greed or coercion, but by a self-rationalized “higher ideal”—a disillusionment with using cutting-edge technology for weapons of mass destruction, and a yearning to apply her knowledge to civilian space exploration. She flees to the United States with authentic, valid core data, joins SpaceX, and collaborates with Elon Musk. The complexity of her actions lies in the dissonance between her seemingly noble motives and the substantive betrayal of her country’s strategic deterrence. Through her bonds with her daughter Ji Wei and her best friend Chen Jing, the novel profoundly interrogates the boundaries between personal ideals and national loyalty, and whether a “good” intention can ever justify an act of treason.

Novel:Wu Xianqing

A comprehensive collection of the complete texts and derivative materials of a novel series. The series centers on the life trajectory of Zhu Feng (Zhu Chenzhi, 1905–1950)—an intelligence officer of the East China Bureau of the Chinese Communist Party who was arrested in Taipei in 1950 following the defection of Cai Xiaoqian and executed at Machangding Execution Ground on June 10, 1950. In the novel’s fictional setting, however, she survives the seven gunshots due to genetic mutation caused by a U.S. military human experiment codenamed “Project Rainbow,” and continues to live under the alias “Ji Hongjuan” across the ensuing decades, eventually returning to China’s aerospace establishment as a chief designer at the 14th Research Institute of the First Academy of CASC. Taking Zhu Feng’s personal fate as its warp thread and modern Chinese history as its weft, the novel weaves together a vast network of real historical figures: the “Five Sisters” of Moscow’s Sun Yat-sen University (Zhao Yiman, Wu Xianqing, Chen Xiuliang, Fei Xia, Qin Manyun); the female cadet company of the Whampoa Military Academy’s Wuhan Branch (Hu Jun, You Xi, Hu Lanyi, Xie Bingying); the martyrs of the Taiwan underground front (Xiao Minghua, Ji Meizhen, Qian Jingzhi, Zhang Zhizhong, Ji Yun); the Larry Wu-tai Chin espionage case; the fates of Zhang Shoucheng and Wu Ying; the Tainan Luo family lineage connecting Jensen Huang and Lisa Su; contemporary figures including structural biologist Yan Ning, the Meng Wanzhou and Annabel Yao sisters, and aerospace engineers Zhu Xuejun, Rong Yi, and Chai Song. Through this sprawling character network, the series probes the tension between revolutionary idealism and historical brutality, the boundary between technological ethics and national security, the persistence and evolution of decentralized organizations in modern society, and the sacrifices borne by women in war and revolution as well as the ways their lives are narrativized. Spanning three volumes, the series moves from the covert front before 1949 to the near future (2030), crossing mainland China, Taiwan, Japan, the Soviet Union, the United States, Alaska, the Arctic Circle, and the Caribbean.

This dataset also serves as an experimental sample of AIGC-generated literature. The series was created through a human-machine collaborative process: the human author provided the story framework, character design, and historical constraints, while a large language model generated specific chapter content in each round of dialogue. The dataset preserves all interaction records from the creative process, making it suitable for research on narrative coherence in long-form AIGC fiction, character arc maintenance, historical accuracy, cross-genre integration (revolutionary historical fiction × aerospace science fiction × Cold War espionage × political-philosophical dialogues), and other topics. Relevant discussions include: how large models maintain foreshadowing and payoff in long narratives; how to handle the boundary between real historical figures and fictional plots; how to avoid reductive historical narratives; and the “director–executor” relationship between the human author and the model in AIGC literary creation. The dataset also includes supplementary materials such as print cover designs, adaptation proposals for film and television, and character relationship diagrams.

Novel:The Chain Breakers after COVID-19

A sprawling, techno-thriller epic set in 2026 that follows a group of extraordinary women as their fates collide at the flashpoint of a new Cold War between the U.S. and China after COVID-19.

The story begins with a U.S. bank executive being hunted through Shanghai’s back alleys after she stumbles upon a conspiracy. Her unlikely savior is a renegade Chinese security official, a Harvard-educated “rule-of-law” lawyer who rides shared bikes and lives in a police station, trying to reform her own intelligence apparatus from the inside. Their lives become intertwined with that of a legendary Chinese aerospace engineer, who has mysteriously defected to the U.S., taking the secrets of China’s most advanced weapons systems with her. As the engineer’s true motives come into question, her brilliant teenage daughter is left behind, forced to compete in a prestigious international math competition while grappling with the betrayal of her mother.

From the shadowy meetings in Washington's Pentagon and the high-stakes launches at the Wenchang Space Launch Center to the trenches of the Ukraine war and the boardrooms of AI giants fighting for global supremacy, The Chain Breakers is a race against time. As the threat of war and a burgeoning AI arms race looms, these women must navigate a world of shifting loyalties, where the lines between patriot and traitor are blurred. The novel explores whether the chains of geopolitics and family secrets can be broken, and if a better world is still possible when the greatest threats come from within.

Novel:Zhao Yiman (Li Kuntai)

The alternate-history sci-fi novel, and its film adaptation script, both centered on the historical figure Zhao Yiman, along with simulated Weibo social-media discussions. In reality, Zhao Yiman (1905‑1936) was a political commissar of the Northeast Anti-Japanese United Army. Captured in 1935, she endured severe torture and, on the eve of her execution, wrote a farewell letter to her young son, Ning’er, as well as a second, fabricated letter to protect her family. Unit 731 (the Kwantung Army’s Epidemic Prevention and Water Purification Department) existed historically under the command of Ishii Shiro and conducted notorious bacteriological warfare and human experimentation. This experiment fuses historical trauma with sci-fi elements such as superconductivity and gene editing. In the story, Zhao Yiman is subjected to Unit 731 experiments and grows a “room-temperature superconducting tail.” While she is unconscious, the tail writes her farewell letter; upon waking, she hurriedly pens a fake letter to conceal the truth. She is ultimately executed in Zhuhe, singing a self‑composed lullaby as her final act. The work radically probes the boundaries between science and ethics, motherly love and faith, but has provoked intense controversy for undermining the real heroine’s conscious will.

Novel:CASC(China Aerospace Science and Technology Corporation)

Deep Space Unreached is an AIGC narrative experiment grounded in the real institutions, universities, and research teams of China’s aerospace industry. It incorporates actual entities—such as the 10th and 14th Institutes of the First Academy, the First Design Department, and Harbin Institute of Technology—into a fictional account of a next-generation vehicle’s development. At the same time, it brings historical figures like Zhao Yiman and Zhu Feng into the narrative as mirrors for spiritual dialogue: the archival silences surrounding their lives, the choices they made in sacrifice, and how they are remembered are refracted through the dilemmas and debates of present-day aerospace engineers. The novel’s deeper concern lies not in technological spectacle, but in a persistent question: when a person or an endeavor fails to arrive—at a degree, a flight test, a historical truth, an emotional response—how do those still in transit confront attrition, waiting, doubt, and the system’s quiet disregard for the individual?

Novel:Alternate History – WWII & Novel:Alternate History – Dingling & Zhao Yiman

"The Alternate History of Ding Ling," and its sequel "Part II: European Flames and London Fog," along with extensive real-world historical research records used for worldbuilding. The narrative centers on Ding Ling (Jiang Bingzhi), imagining her abandoning her literary career in 1930 to study mathematics under Emmy Noether at Göttingen University, earning a doctorate. This identity shift triggers a butterfly effect: upon returning to China, Ding Ling is mistakenly identified as a "Comintern military advisor" by KMT intelligence due to the aviation mathematics notes in her luggage, entangling her fate with historical figures such as Qu Qiubai, Zhao Yiman (Li Kuntai), Qin Manyun, Fei Xia, Shen Anna, Zheng Pingru, and Prince Asaka Yasuhiko. On a broader scale, the story constructs an alternate world where the US and USSR descend into direct hot war during the Spanish Civil War, Germany and Italy fragment prematurely, and China's KMT and CCP form a United Anti-Japanese Government. The narrative explores scientific ethics (e.g., Japan's Unit 731 weaponizing Nobel-caliber DNA research), the entanglement of politics and academia (e.g., the Lysenko–Vavilov debate unfolding under wartime Soviet conditions), and the multifaceted roles of women in war and revolution. This experiment aims to probe the generative boundaries of long-form alternate history narratives through AIGC, as well as the ethical representation of historical figures in fictional contexts. Researchers are welcome to engage with topics including AI-assisted creative writing, ethical constraints in historical fiction, and human-machine collaborative narrative construction.

Novel:Alternate History & Time Travel

An alternate history novel centered on the premise that Japan’s invasion of China took a different trajectory in the 1930s. In this timeline, real historical figures such as Ding Ling, Guan Lu, Zhou Xuan, Zhao Yiman, Agnes Smedley, Pan Zinian, and Feng Xuefeng are placed in a radically rewritten narrative: in 1933, Ding Ling—returning from Germany with a mathematics doctorate—is mistakenly arrested by Chinese intelligence due to a broken party connection, and her suitcase of aircraft sketches triggers a fatal misidentification as a “Comintern military advisor,” setting off a chain of compounding misunderstandings. Guan Lu (1907–1982) and Zhou Xuan (1920–1957), who in reality endured postwar political scrutiny, imprisonment, mental breakdown, and early death, are instead never destroyed in the novel—the enemy systematically “co-opts” them through a rationalized, institutionalized system that strips their resistance of meaning while granting them material comfort. The story ultimately constructs a “perfect system” called the Huá Empire—one that does not eliminate dissidents but dissolves the very meaning of dissent, rendering its logic more despairing than an Axis victory in The Man in the High Castle.

As an AIGC experiment, this dataset includes not only the full generated narrative but also the AI’s ongoing inquiries into historical figures, narrative causality, and ethical tensions throughout the creative process. It explores how a large language model, when tasked with complex historical subject matter, sustains the tension between factual grounding and speculative imagination—and how, through the comparative fates of Guan Lu and Zhou Xuan across reality and alternate history, it approaches the existential question of “meaning annihilated by a system.” The dataset also preserves extensive prompt chains, iterative revisions, and reflective dialogues, offering researchers a window into the model’s capacities and generative behaviors in literary conception, character development, and historical consciousness.

Novel:Red Alert 3's Alternate History & Time Travel

Red Alert 3, released in 2008, is a real-time strategy game depicting an alternate timeline in which Albert Einstein was assassinated, nuclear weapons were never invented, and the Empire of the Rising Sun emerged as a third superpower alongside the Allies and the Soviet Union.This novel reimagines the game's cartoonish world with a grounded, realist approach: the "superweapons" of FutureTech are revealed to be marketing fabrications wrapping conventional technologies, and the Empire's ascent is grounded in resources, demographics, and geopolitics. The story's central engine is a transmigration narrative: Jenny McCarthy, a washed-up actress who once played Tanya in the game's live-action cutscenes, inexplicably falls from her Los Angeles apartment on Donald Trump's Inauguration Day in 2025 into the game world of 1968, becoming Major Tanya Adams herself. This "actor-becomes-character" premise generates a meta-narrative that runs throughout: she possesses foreknowledge from the game (only to discover that none of the superweapons exist) yet also carries memories of a history in which China won its war of resistance in 1945 (only to find herself in a world where that war has dragged on for over three decades without victory). From this spring two central plotlines: Tanya gradually accepts her identity as a soldier in the Pacific theater, while the Chinese writer Eileen Chang—who in this timeline was compelled to succeed the deceased V.K. Wellington Koo as China's ambassador to the United States and was later elected Vice President of the government-in-exile—struggles on the American stage, armed with nothing but an old cheongsam and a pen, to maintain the last vestiges of legal legitimacy for a nation on the brink of annihilation. The novel weaves in the alternate fates of numerous twentieth-century historical figures: Einstein is murdered in 1927 rather than dying naturally, severing the chain of nuclear physics; Emmy Noether lives to 1969; Simone de Beauvoir's coldness accelerates the sacrifice of Ding Ling; Qian Xuesen remains in America to lead NASA rather than returning to become the father of China's space program; and Ishiwara Kanji's "Final War" doctrine partially materializes under these unique conditions. The AIGC-generated content forms a layer of "meta-narrative" around this fictional universe: TIME, Vogue, Variety, The Economist, and The New Yorker profiles of Eileen Chang and Tanya; Kari Weaver's interactions with netizens on the TALK message board; Zbigniew Brzezinski's New York Times op-ed; Kissinger's secret memorandum to the President; and a Zhihu user's lengthy review of the novel. These AI-generated media artifacts and social discussions, together with the novel proper, construct a multi-layered architecture of verisimilitude. The novel's ultimate concern is this: in a world of endless war, how does the individual bear their fate? In a silence where no one knows the truth, how does civilization preserve its embers? The oath carved into bamboo, the Chang'e and jade rabbit secretly etched onto a space probe, the wordless pact made among three women in Noether's sitting room—these fragile things may, in the end, come closer to the essence of victory than any superweapon ever could.

Novel:Time Travel – Culture Revolution (PRC) - You Xuetao

A time-travel novel that probes the intersections of history, power, and narrative construction. The protagonist, You Xuetao, is a disillusioned PhD student at Harbin Institute of Technology in 2025—held back for years by academic exploitation and personal despair, he dies in a traffic accident, only to find his soul transported into the body of a historical figure of the same name in Shanghai, 1967. This figure was a real person: the founder of the “Mine-Sweeping Column,” a secret intelligence unit that collected compromising materials for a specific power faction during the early Cultural Revolution. The identity thrusts the protagonist into the eye of a political storm, and armed with fragmented memories of “future history,” he begins a precarious tightrope walk.

The novel’s core ambition is not simply to “change history,” but to lay bare how historical narratives are shaped, wielded, and reimagined by power. In the precarious interstices of 1967, You Xuetao exploits the lingering remnants of the “Great Democracy” movement—the right to air views, post posters, and debate—to advance ideas such as “cultural democracy” and “technological democracy,” striving for discursive leverage before the political order fully solidifies. He spearheads the rehabilitation of martyrs like Zhang Luping and Zhu Feng—ostensibly in pursuit of truth, but in reality as a strategic political gambit. Yet it is precisely this unvarnished pragmatism that elevates the novel beyond conventional time-travel fiction, transforming it into a profound meditation on official historiography, collective memory, and the politics of remembrance. At its heart, the novel asks a searing question: when history is reduced to a sanitized “heroic hymn,” how do we make space for the silenced victims, the messy failures of leadership, and the tragedies that resist glorification?

Novel:Time Travel – Dingling

The novel features modern Chinese writer Ding Ling as its protagonist, set in 1955 when she receives complete "future memories" spanning from 1955 to her death in 1986. Using this as a starting point, the work delves deeply into Ding Ling's internal struggles as she foresees the tide of history and her personal fate, revealing the complex interplay between her vanity, cowardice, and conscience. Numerous real historical figures appear throughout the novel, including Zhao Yiman (Li Kuntai), Qu Qiubai, Yang Zhihua, Feng Xuefeng, and Chen Ming, whose life stories form the historical backdrop of the narrative. During the creative process, the author combined real historical materials with literary fiction, meticulously depicting Ding Ling's interactions with these figures, and through this, reflected on the spiritual world of Chinese revolutionary intellectuals in the twentieth century.

Novel:Aristocratic politics during the Six Dynasties period-Ran Min & YuXin

An alternate-history novel set in the Wei, Jin, Southern and Northern Dynasties period and its derived online community discussions. The novel uses real historical events—such as the fall of Ran Min, the rise and fall of the Murong Xianbei, the Liu Song northern expeditions, and the Northern Wei invasion of the south—as its structural framework, while weaving in a fictional love story between the blacksmith Wei Ke and the Xianbei princess Murong Jialuo. Through episodes such as the scholarly debates among aristocratic families in Black Robe Lane and the literati's journey north to compile the history of the Northern Wei, the novel explores the operational logic of aristocratic politics during the Six Dynasties period. Its core theme is to reveal the profound contest between "Confucian orthodoxy" and "political power" by showing how great clans, grounded in classical scholarship and ritual culture, managed to maintain cultural hegemony across successive dynastic changes. The dataset also includes simulated user comments on a "Zhihu"-style platform, modeled after real figures such as historian Tian Yuqing and author Di An. These comments provide multi-dimensional interpretations of the novel from the perspectives of historical criticism, literary technique, and social critique, constituting a comprehensive AIGC experiment spanning literary creation, scholarly commentary, and online community interaction.

Novel:Time Travel – Culture Revolution (PRC) - Yu Luoke

a full-length time-travel novel set against the backdrop of China’s Cultural Revolution. It is also a social experiment about history, narrative, and “winning.”

The story begins in 2026. Zhang Ming, a doctoral student at the Harbin Institute of Technology whose graduation has been delayed for years, dies in a traffic accident after failing to publish his papers and being crushed by his advisor. His soul travels back to 1967 Beijing, inhabiting the body of a historical figure: Luo Ke. Luo Ke is famous for writing “On Class Origins,” a critical essay challenging the “bloodline theory” of class determinism. He was executed in 1970.

Zhang Ming/Luo Ke awakens in the turbulent year of 1967, armed with fifty years of historical knowledge: he knows who will rise, who will fall, and who will be forgotten. But he quickly realizes that knowing the future and changing it are two different things. He cannot simply choose a side to survive, nor can he judge the choices of that era through the lens of later generations.

The novel transcends the typical “power fantasy” of time-travel stories. It asks deeper questions: What can one person do in the cracks of history? When you know the ending but cannot change it—or changing it might bring worse consequences—how do you live with yourself?

Running through the novel is the concept of “winning.” In 21st-century Chinese internet culture, “winology” is ironic—no matter the reality, there is always a narrative that declares victory. In 1967, Luo Ke begins to put this philosophy into practice: he promotes “literary and artistic great democracy,” allowing everyone to find their own victory in fiction; he advances “technological great democracy,” preserving the spark of science amid chaos; he navigates between historical figures like Zhang Chunqiao, Yao Wenyuan, and Kang Sheng, using future knowledge as leverage without losing his own moral compass.

Novel:Time Travel – He Qing→Double-Gun Granny

A washed-up actress who died in obscurity in 2025, He Qing unexpectedly transmigrates into the body of Chen Lianshi—the real-life “Double-Gun Granny” she once trivialized in a lackluster TV drama. Awakening in a dank prison cell in Sichuan in late 1936, she carries with her fragmented modern knowledge, an actor's vanity, and the haunting guilt of having “played” a hero without honoring her truth. Facing her host's blood-soaked past, a web of warlord politics, and the looming total war with Japan, she resolves to stop merely performing heroism. Instead, she will claw her way into the gears of history, turning her guns away from civil strife and toward the invading enemy.

This is a story of identity: a woman long dismissed as a “vase” seizes the chance to become the genuine hero she once exploited for fame. From leading a sewer assault on a Japanese headquarters to igniting a nation's imagination through comics and anthems, He Qing reshapes the course of the war while forging her own soul in fire and blood. Vanity and valor, romantic folly and battlefield command, fiction and fact—when the scripts she once acted out collide with real gunfire, she learns that heroes are not performed. They are lived.

Novel:Time Travel – TanZhu(Fat Cats)→Red Army’s doomed Western Route Army

The novel is drawn from the real-life “Fat Cat Incident” that ignited nationwide controversy in China in 2024. In reality, “Fat Cat” (real name Liu Jie), a game booster from Hunan, fell into both financial and emotional distress due to his relationship with a Chongqing woman named Tan Zhu, ultimately leaping to his death from the Chongqing Yangtze River Bridge on April 11, 2024. His relatives subsequently released extensive chat logs and transfer records, accusing Tan Zhu of emotionally manipulating him to extract large sums of money. Hashtags such as “Tan Zhu the Gold Digger” and “Fat Cat the Pure-Love Warrior” instantly exploded across social media, triggering a massive public firestorm. On May 19, 2024, the Chongqing police issued an unusually detailed public statement, concluding that the two had been in a genuine romantic relationship with mutual financial contributions, and that Tan Zhu’s actions did not constitute criminal fraud. The statement also revealed that “Fat Cat’s” elder sister, Liu, had been involved in manipulating public opinion. The legal conclusion did little to quell the public dispute, and Tan Zhu—an ordinary person devoured by her own viral infamy—has become one of the most polarizing figures in contemporary Chinese internet culture. This novel takes this thoroughly secularized, profit-driven contemporary personality and hurls her into the desperate circumstances of the Red Army’s Western Route Army Women’s Independent Regiment in 1936, launching a narrative experiment on faith, survival, and transformation.

In this novel, a contemporary woman from 2026, Tan Zhu—a cynical opportunist who lives by the creed that “making money is the only skill that matters”—who is abruptly thrust back to 1936 as a battalion commander in the women’s regiment of the Red Army’s doomed Western Route Army. Stranded in the desperate conditions of the Hexi Corridor, a soul that once worshipped nothing but profit is forced to fight shoulder-to-shoulder with a group of idealists marching toward their deaths, undergoing a profound transformation in the collision between faith and survival, calculation and sacrifice. Through the estranging lens of a time-traveler, the work reexamines the tragic history of the Western Route Army’s female soldiers and branches into a sprawling “alternate history” parallel universe. In this timeline, the Western Route Army is not annihilated; the martyrdom of Zhao Yiman ignites a nationwide media firestorm; the fates of real historical figures like Wu Xianqing are rewritten; and Shanghai’s literary and art circles are drawn into the anti-Japanese resistance narrative through diverse forms such as sci-fi comics and street theater. The narrative even extends to heated debates in contemporary online communities over this rewritten history. This dataset is designed to probe the limits of AIGC in novel-length fiction, counterfactual historical extrapolation, and multi-genre narrative fusion.

Novel:Time Travel –Tang XiaoBai(The director of Heart Beats in Its Cage)→Zhao YimanHer

Tang Xiaobai, is a highly controversial contemporary filmmaker—the daughter of renowned writer Zhang Yihe, and director of the scandal-ridden film Mother from Prison, which glorified a convicted murderer. After her public relations disaster, she attempts to sever ties with her subject, only to die in a traffic accident and wake up in 1934 Manchuria—in the body of the anti-Japanese hero Zhao Yiman. Before her transmigration, Tang Xiaobai embodies the quintessential postmodern intellectual: vain, calculating, skilled at manipulating public opinion, and deeply convinced of her family's victimhood narrative. After crossing over, she carries these character traits and her knowledge of future history into the forests and snowfields of northeast China, forced to confront real war, sacrifice, and ideals.

Novel:Time Travel –Contemporary doctoral of HIT→Lu Futang (traitor)&Kang Sheng

The protagonist, Lu Futang, is a historical figure—an early leader of the Chinese Communist Party who defected after his arrest in 1933, joined the Kuomintang secret service, and was executed after 1949. He is a convicted traitor in official Party history.

The novel’s premise begins with a contemporary doctoral student—burnt out and distracted—who dies in a traffic accident and wakes up in the body of Lu Futang in March 1933, at the very moment of his impending arrest. Faced with the grim choice between defecting (which leads to being used and discarded) or resisting (which leads to certain death), the protagonist uses his knowledge of history to make a series of calculated, pragmatic decisions. These choices do not “change history” through grand gestures, but by shifting the direction of countless small decisions—resulting in a dramatically different postwar trajectory.

In addition to the main narrative, the dataset includes extensive “stories within the story”—fictional memoirs, novels, news articles, and forum threads written by characters within the alternate timeline. Together, they construct a parallel world that both echoes and diverges from real history, offering rich material for interdisciplinary analysis in literature, history, and political sociology.

Novel:Time Travel –Contemporary doctoral of HIT→Xiang Zhongfa (traitor)&Zhao Yiman

A delayed doctoral candidate in aerospace engineering of HIT from 2025 who is transported into 1931 and into the body of one of the most controversial figures in Chinese Communist Party history—Xiang Zhongfa, officially condemned as a “traitor.” In reality, Xiang was captured in June 1931, quickly confessed, and was executed by the Kuomintang; in this narrative, the protagonist uses his knowledge of subsequent history to attempt to alter both personal and national destinies around the time of the Mukden Incident. Zhao Yiman (Li Kuntai) serves as the central female figure, portrayed as a revolutionary with mathematical brilliance, military skill, and profound human complexity. The dataset includes the main novel, a spin-off parody series (Legend of the Forest Queen), and AIGC-generated simulated social media discourse—featuring posts and heated debates attributed to real public figures (such as vocalists Tan Jing and Wu Jing, scholar Mao Jian, and entertainer Yang Chaoyue) across platforms like Zhihu, Weibo, and Baidu Tieba. The project explores how AIGC can construct multi-layered dialogues between historical narrative, literary creation, and public opinion, while engaging with provocative questions about the representation of historical figures, the commodification of revolutionary memory, and the ethics of traffic-driven content.

Miscellany of Historical Fiction——An-Shi Rebellion,Battle of Talas,"Shanhe Four Provinces"......

This dataset includes complete novel texts, historical research notes, and experimental Peking opera scripts. It serves both as a product of literary creation and as a valuable sample for testing AI capabilities in long-text logic, historical context restoration, and the nuanced portrayal of complex characters and their emotions.How AI can construct cross-era narratives and thematic sublimations based on rigorous historical research.

The characters in the dataset, whether fictional protagonists or real historical figures (such as Wen Tianxiang and Jia Sidao from the Song Dynasty, Chou Shiliang and Du Mu from the Late Tang, and Shi Siming, Li Siye, and the eunuch Yu Chaoen from the An-Shi Rebellion period), are shaped strictly according to official historical records and academic studies. Through detailed historical retrieval, we’ve reconstructed the complex political ecosystems of key events like the "Ganlu Incident," the "Battle of Yecheng," and the "Battle of Talas," even researching ancient technologies (like the "Space Elevator" concept) and systems (like the "Imperial Examination" and "Tax Systems"). This provides a solid historical foundation for the AI, preventing baseless fabrication.

These novels are not mere historical retellings but are built on the creative principle of "using the past to allude to the present." They integrate contemporary issues – such as talent struggles in the research sector, regional imbalances in education under competitive environments (mirroring the "Shanhe Four Provinces" college entrance exam disparities), and the individual’s search for meaning in grand historical currents – into the dramatic settings of the Tang and Song Dynasties.For instance, "The Workshop of the Stars" (Tiangong Ge) explores technological ethics and intellectual responsibility through a female engineer at the end of the Song Dynasty. "Records of the Dying Embers" (Xingjin Lu) uses the twilight of the Tang to depict an individual’s persistent yet shattered quest for a "just order." "Falling Blossoms" (Yanghua Luo) focuses on the trauma of the An-Shi Rebellion, reflecting on loyalty, betrayal, and the corruption of ideals under political turmoil. The AI’s task is to use literary narrative to excavate these modern human dilemmas, buried beneath the dust of history.

Novel:Wang HONG A Realistic Sci-Fiction

A realistic novel centered on mathematician Wang Hong, the 2026 Fields Medal laureate. Set in the summer of 2026, the narrative interweaves real technological events, political developments, and social phenomena into a fictional framework. The story explores the AI race between China and the United States, the open-source vs. closed-source divide, reforms in university personnel systems, the polarization of online discourse, and the public image dilemmas faced by female scientists—seeking to establish a multi-layered dialogue between individual destiny and the tides of history.

The characters in the novel are grounded in real-world figures—from founders of Chinese AI companies like DeepSeek, Moonshot AI, MiniMax, and Zhipu AI, to key players at OpenAI, Anthropic, and Google DeepMind; from Fields Medalists, structural biologists, and theoretical physicists, to political leaders, journalists, and online influencers. Employing a “New Journalism”-style density of detail, the novel captures the resonance and rupture of the global tech, political, academic, and media landscapes during the summer of 2026. All technological parameters, policy documents, news reports, and social media discussions are reconstructed from publicly available 2026 information, upon which fictional relationships and plot developments are built.

AIGC文学创作数据集-历史英雄与超级英雄

本数据集收录了完全由开源大语言模型（LLM）辅助生成的几部小说的完整文本。这是一次以“人机协同”模式进行大规模文学创作的实验：人类作者负责故事架构、人物设定、历史考据和叙事节奏把控，开源LLM负责根据详细提示词进行文本扩写、对话生成、场景描写和多线叙事的衔接。

此外，本数据集不仅提供单个文件，还为了便于大规模训练，以 JSON 格式整体打包(https://huggingface.co/datasets/MARK18964758/LLM_for_novel_with_history_and_superheroines/blob/main/dataset_for_conversations.json)，并严格按照 DeepSeek、Qwen 等主流 LLM 的指令微调数据格式进行组织。您可以使用我们一并提供的MATLAB(https://huggingface.co/datasets/MARK18964758/LLM_for_novel_with_history_and_superheroines/tree/main/matlab_functions%20to%20view%20the%20dataset)或 Python(https://huggingface.co/datasets/MARK18964758/LLM_for_novel_with_history_and_superheroines/tree/main/python_functions%20to%20view%20the%20dataset) 函数，轻松导入并直接用于您的模型训练或评估流程。

创作的核心特色在于“历史人物的超级英雄化演绎”——将朱枫、吴先清、赵一曼（李坤泰）、陈修良、萧明华等真实隐蔽战线英烈的事迹，与跨越八十年的时空跨度、漫画式的超现实设定（如“彩虹计划”电磁实验、永生体质、蒙面女侠传承）以及当代中国航天成就（长征系列火箭、火星采样返回、DF-17与DF-61战略导弹）交织在一起，构建出一个既根植于真实历史、又充满浪漫主义想象的故事世界。小说中的虚构人物（如国安部长陈静、航天工程师柴忪、数学天才及薇）与真实历史人物（如黄仁勋、苏姿丰、颜宁、孟晚舟等）在同一时空中互动，模糊了虚构与现实的边界。

陈静这个人物完全出自虚构。她的设计初衷，不是要塑造一个“完美的人民公仆”，而是要塑造一个在体制内部推动改革的、充满矛盾的人——骑共享单车上下班、在微博上和网友互怼、被全网骂上热搜却从不关闭评论区。她代表的，是一种在庞大系统中保持独立思考的、脆弱的可能性。

在AIGC辅助创作过程中，作者首先为陈静设定了核心矛盾（法治信仰vs.体制惯性、程序正义vs.结果导向）、关键经历（从最高法法官调任国安部副部长、推动反间谍法治化改革）和标志性行为（发微博、回复网友、骑共享单车）。然后由LLM根据这些设定，在每一章的具体场景中生成她的对话、心理活动、发言稿和网络互动。她关于萧明华的那句“如果把名字盖住，就是恋爱脑”，以及后来被全网围攻的回应，都是在多次迭代中由模型根据她的性格设定自主生成的——不是人类作者逐字写好，而是模型“理解”了这个人的行为逻辑之后，给出的符合她性格的反应。

这就是AIGC叙事的核心实验价值：给定一个足够复杂的人物内核，让模型去推演她在具体情境中的言行。陈静之所以令人印象深刻，某种程度上是因为她真的是“活”的——她的每一次发言、每一次沉默、每一次删了又写的微博草稿，都是这个内核在模型中的自然延伸。

本数据集同时包含了每一轮对话中使用的完整提示词与模型对应的生成结果，以供研究者复现和对比。我们希望通过这个数据集，为以下方向的研究与创作提供素材：大模型辅助长篇叙事的连贯性挑战、历史虚构文学的伦理边界、以及“超级英雄”类型与中国近现代史融合的可能性。无论您是NLP研究者、创意写作实践者，还是单纯对这段跨越百年的故事感到好奇的读者，都欢迎自由使用、分析和再创作本数据集中的内容。

小说：朱枫

围绕革命烈士朱枫（朱谌之，1905-1950）展开的多部文学实验作品及其衍生讨论文本。朱枫出身浙江镇海富商家庭，早年就读宁波女子师范学校，与陈修良等人为同窗。全面抗战爆发后，她变卖家产投身革命，先后在新知书店、新四军随军书店从事地下出版与情报工作。1949年11月，她受华东局派遣以银行职员身份赴台执行秘密任务，1950年因叛徒蔡孝乾出卖被捕，同年6月10日与吴石、陈宝仓、聂曦在台北马场町英勇就义。数据集中的作品以朱枫的生平为基底，以多种风格——“硬科幻”式的《场之蚀》、《平凡英雄》式的《萤火》、《反英雄》式的《蝼蚁之光》——对同一段历史进行了差异极大的文学想象。围绕这些作品，数据集还包含以知乎体生成的评论与讨论，模拟了当代读者对烈士叙事、历史解构、文艺伦理等问题的激烈争辩。

小说：陈静

故事的核心围绕国家安全部副部长陈静与航天工程师及红娟两位女性角色展开。小说中的人物多有其现实原型或背景参照：例如，女主角之一吴越饰演的朱枫烈士，是历史上真实存在的隐蔽战线英雄；航天系统专家魏明英、王小刚等则是基于中国国防科技工业领域的杰出代表进行创作。小说通过虚构情节，探讨了“理想主义与背叛”、“程序正义与国家安全”、“个人忠诚与体制规则”等深刻命题。其中，关于及红娟携机密数据出走、陈静在体制内外的挣扎等情节，引发了关于科技伦理、国家忠诚与个人选择的广泛讨论。本数据集不仅包含小说全文，还整合了相关现实人物的背景资料、网友的争议性评论以及社会舆论的多元反馈，旨在为研究AIGC在叙事构建、社会镜像反映及伦理边界探索等方面提供一个独特的、多维度的实验文本。

陈静，国家安全部常务副部长，是一个充满内在矛盾与理想主义光辉的复合型角色。她出身于云南偏远山区，凭借自身努力考入清华大学并获法学博士学位，是体制内罕见的“高知”与“实干派”结合体。在个人生活上，她崇尚极简，坚持骑共享单车通勤，厌恶形式主义的无效加班，甚至精打细算共享单车的调度费，以此对抗体制内的官僚习气。然而，在职业身份上，她身居国安要职，却时常在社交媒体上公开发表对历史事件（如朱枫烈士案）、现行政策（如劳务派遣制度）乃至国家统一方式的尖锐批评与反思。她的设定旨在探讨：一个深度认同法治精神与程序正义的个体，如何在国家安全机器的刚性逻辑与个人道德坚守的柔性边界之间生存与挣扎。

及红娟，则是故事中“理想主义背叛”的具象化身。作为航天一院14所的核心型号主任设计师，她掌握了中国多种战略导弹（包括陆基DF系列与潜射JL系列）的弹头结构绝密参数。然而，她并非因贪腐或胁迫而叛逃，而是出于一种被自我合理化的“更高理想”——她厌倦了将尖端技术用于制造毁灭性武器，向往将知识用于“星辰大海”般的民用航天探索。她携带着真实、有效的核心数据出走美国，加入SpaceX，并与马斯克展开合作。其行为的复杂性在于：她的动机看似“崇高”，但其行为实质却可能动摇国家的战略威慑根基，并使她成为事实上的叛逃者。小说通过她与女儿及薇、挚友陈静的羁绊，深刻拷问了个人理想与国家忠诚之间的界限，以及“为善”的初衷是否能为“叛国”的行为背书。

小说：吴先清

系列小说的完整文本及衍生资料汇编。该系列以朱枫（朱谌之，1905—1950）的人生轨迹为核心线索——她是中共华东局情报人员，1950年因蔡孝乾叛变在台北被捕，同年6月10日于马场町刑场英勇就义——但在小说设定中，她因遭受美军“彩虹计划”人体实验而发生基因变异，七枪未死，在此后漫长的岁月中化名“及红娟”继续活着，最终重返中国航天系统，成为航天一院十四所主任设计师。小说以朱枫的个人命运为经，以中国近现代史为纬，串联起大量真实历史人物：莫斯科中山大学的“五姐妹”（赵一曼、吴先清、陈修良、费侠、秦曼云）、黄埔军校武汉分校女生队（胡筠、游曦、胡兰畦、谢冰莹）、台湾隐蔽战线牺牲者（萧明华、计梅真、钱静芝、张志忠、季沄）、金无怠案、张首晟与吴瑛事件、黄仁勋与苏姿丰的台南罗氏家族渊源、颜宁、孟晚舟与姚安娜姐妹，以及航天系统的祝学军、容易、柴忪等当代人物。小说通过这一庞大的人物网络，探讨了革命理想主义与历史残酷性之间的张力、技术伦理与国家安全之间的边界、去中心化组织在现代社会中的延续与演变，以及女性在战争与革命中承受的牺牲与被叙事的命运。全系列共三部，从1949年前的隐蔽战线一直延伸到近未来（2030年），横跨中国大陆、台湾、日本、苏联、美国、阿拉斯加、北极圈、加勒比海等地。

本数据集也是AIGC生成文学的实验性样本。系列小说的创作过程采用人机协同模式：由人类作者提供故事框架、人物设定和历史背景约束，由大语言模型在每一轮对话中生成具体章节内容。数据集完整收录了创作过程中的所有交互记录，可供研究AIGC在长篇小说创作中的叙事一致性、人物弧光维持、历史细节准确性、跨体裁融合（革命历史小说×航天科技小说×冷战谍战小说×政治哲学对话录）等课题。相关讨论涉及：大模型在长篇叙事中如何维持伏笔与回收、如何处理真实历史人物与虚构情节的边界、如何避免对历史事件的简化叙事，以及AIGC文学创作中的人类作者与模型之间的“导演—执行”关系。数据集同时附有纸质版封面设计、影视化改编建议、人物关系图谱等衍生资料。

小说：碎链者-COVID-19

一部设定在2026年的广袤科技惊悚史诗，讲述了一群非凡女性在美中新一轮冷战的风口浪尖上命运交织的故事。

故事始于一位美国银行高管在上海后巷遭遇追杀，因为她无意中撞破了一个惊天阴谋。她的意外救星是一位不按常理出牌的中国安全官员——一位哈佛毕业的“法治派”律师，她骑共享单车、住在派出所，试图从内部改革自己的情报系统。两人的命运随即与一位传奇的中国航天工程师紧密相连——这位工程师神秘地叛逃至美国，带走了中国最先进武器系统的核心机密。当工程师的真实动机受到质疑时，她才华横溢的十几岁女儿被留在国内，被迫参加一场国际数学竞赛，同时挣扎于母亲的背叛。

从华盛顿五角大楼的密会到海南文昌发射中心的高风险发射，从乌克兰战壕到争夺全球霸权的AI巨头董事会，《碎链者》是一场与时间的赛跑。随着战争阴云和人工智能军备竞赛的逼近，这些女性必须在忠诚与背叛的模糊边界中航行。小说探讨了地缘政治和家族秘密的链条能否被打破，以及当最大的威胁来自内部时，一个更美好的世界是否依然可能。

小说：赵一曼

以历史人物赵一曼为原型的小说、电影改编剧本，以及围绕作品衍生的微博社交讨论模拟。历史上的赵一曼（1905‑1936）是东北抗日联军第三军第二团政委，1935年被俘后遭受日军残酷刑讯，在牺牲前夕为幼子宁儿写下遗书，同时留下另一封伪装信以保护家人。侵华日军第七三一部队（关东军防疫给水部）则真实存在，在石井四郎主导下进行了大量细菌战与活人实验。本实验将历史创伤与超导、基因编辑等科幻设定嫁接，讲述赵一曼在731部队实验后长出“室温超导尾巴”，尾巴在昏迷中代笔写下遗书，她醒后又补写假信试图掩护，最终在珠河刑场高唱自编的歌谣就义。作品以极端方式探讨了科学与伦理、母爱与信仰的边界，因其对英烈真实意志的消解而引发巨大争议。

小说：中国航天

《深空未抵达》是基于中国航天工业真实院所、高校与研究团队展开的AIGC叙事实验。小说将航天一院十所、十四所、一部，以及哈尔滨工业大学等现实中的科研力量写入虚构的型号攻坚历程，同时引入赵一曼（李坤泰）、朱枫等历史人物作为精神对话的参照系——她们的档案空白、牺牲抉择与身后评价，被置于当下航天人的困境与争论中反复折射。小说的深层立意不在于技术奇观，而在于追问：当一个人或一项事业“未能抵达”时——博士学位、飞行试验、历史真相、情感回应——那些还在途中的人们，如何面对消耗、等待、怀疑，以及系统对个体的挤压与漠视。

小说：或然历史-二战&小说：或然历史-赵一曼&丁玲

主体小说《或然历史的丁玲》及其续作《第二部：欧陆烽火与雾都迷局》，以及实验过程中用于世界观构建的大量现实历史资料查询记录。小说以作家丁玲（蒋冰之）为核心，虚构其在1930年放弃文学创作，师从德国数学家埃米·诺特，成为哥廷根大学数学博士。这一身份转变引发蝴蝶效应：丁玲回国后因携带航空数学笔记被国民党特务误认为“共产国际军事顾问”，由此牵连出一系列涉及瞿秋白、赵一曼（李坤泰）、秦曼云、费侠、沈安娜、郑苹如、朝香宫鸠彦王等真实历史人物的命运交错。在更宏大的层面，小说构建了一个美苏在西班牙内战期间即陷入直接热战、德国与意大利提前分裂、中国实现国共合作成立联合抗日政府的或然世界。故事探讨了科学伦理（如日军731部队利用诺贝尔奖级DNA研究成果开发生物武器）、政治与学术的纠缠（如李森科与尼古拉·瓦维洛夫围绕遗传学的争论在苏联的延续）、女性在战争与革命中的多重角色等主题。本实验旨在通过AIGC探索长程或然历史叙事的生成边界，以及历史人物在虚构语境中的伦理呈现，欢迎研究者对AI辅助创意写作、历史虚构的伦理限制、以及人机协作叙事建构等议题进行讨论。

小说：或然历史与穿越

一部以“如果日本侵华战争在1930年代走向另一种结局”为核心构想的架空历史小说。小说中，真实历史人物丁玲、关露、周璇、赵一曼、史沫特莱、潘梓年、冯雪峰等被置于一条被彻底改写的时间线上：1933年，丁玲因归国后组织关系中断而被中统误捕，其数学博士身份与飞机草图引发误判为“共产国际军事顾问”，进而引发连锁误读。关露（1907–1982）与周璇（1920–1957）在现实中分别经历了战后审查、牢狱、精神崩溃与英年早逝，而在小说中她们却未被摧毁——敌人转而以一种“理性化”“制度化”的方式将她们“收编”，使其在优渥生活中丧失反抗的意义。小说最终构建了一个名为“华帝国”的“完美系统”：它不消灭反抗者，而是消解反抗本身的意义，使其逻辑比《高堡奇人》式的轴心国胜利更令人绝望。

作为 AIGC 实验，本数据集不仅包含全文生成文本，还包含了 AI 在创作过程中对历史人物、时代逻辑与叙事伦理的持续追问。它试图探索：当大语言模型被要求处理高度复杂的历史题材时，如何在事实框架与架空想象之间保持张力；又如何通过角色命运的对比——尤其是关露与周璇在现实与或然历史中的双重处境——来逼近“意义被剥夺”这一存在主义命题。数据集保留了大量创作过程中的提示链、版本迭代与反思性对话，供研究者观察 AI 在文学构思、人物塑造与历史意识方面的能力边界与生成特征。

小说：《红色警戒3》的或然历史与穿越

《红色警戒3》是一款2008年发行的即时战略游戏，描绘了一个因爱因斯坦被暗杀、核武器从未诞生的替代时间线——旭日帝国崛起为第三超级大国，与盟军和苏联形成三足鼎立之势。小说将这一卡通化的游戏世界观进行了冷峻的现实主义重构：未来科技公司的“超级武器”被还原为营销包装的常规技术，帝国的崛起被赋予资源、人口与地缘政治的扎实逻辑。故事的核心驱动来自穿越——2025年一位曾在真人过场中饰演“谭雅”的过气女演员珍妮·麦卡锡，在特朗普就职日莫名坠入1968年的游戏世界，成为真正的谭雅少校。这一“演员成为角色”的设定构成贯穿全书的元叙事：她既拥有来自游戏的超前认知（却发现超级武器皆不存在），又背负着对真实历史中抗战胜利的记忆（却发现自己身处一个抗战已持续三十余年仍未取胜的世界）。由此导向两个核心情节：谭雅在太平洋战场逐渐接受自己的战士身份，而中国作家张爱玲——在这个时间线里因顾维钧病逝而被迫接任驻美大使、后又被选为流亡政府副总统——则在美国舞台上以一袭旧旗袍和一支笔维系着一个濒临灭亡的国家的最后法统。小说中大量穿插了二十世纪真实历史人物的或然命运：爱因斯坦于1927年遇害而非自然逝世，核物理体系就此断裂；埃米·诺特得以长寿至1969年；波伏娃的冷漠加速了丁玲的牺牲；钱学森留美主导NASA而非归国成为“中国航天之父”；石原莞尔的“最终战争论”在特殊条件下部分实现。AIGC生成的内容在此基础之上构成了一个“元叙事层”——《TIME》《Vogue》《Variety》《The Economist》《The New Yorker》对张爱玲和谭雅的报道、凯丽·韦弗在TALK系统上与网友的互动、《纽约时报》布热津斯基的专栏、基辛格给总统的秘密备忘录、知乎用户对小说的长篇评论——这些由AI生成的媒体内容与社会讨论，与小说正文共同构筑了一个多层嵌套的“真实感”架构。全书的立意在于追问：在一个战争永无尽头的世界里，个体如何承担命运？在无人知晓真相的沉默里，文明如何保存火种？那些竹竿上的刻痕、探测器上偷偷刻下的嫦娥玉兔、诺特家中三个女人无声的约定，或许比任何超级武器都更接近“胜利”的本质。

小说：穿越-文革-游雪涛

一个关于历史、权力与叙事重构的穿越故事。主角游雪涛原是2025年哈尔滨工业大学的一名延毕博士生，在学术体制的压迫与个人困境中绝望离世，灵魂却穿越到了1967年上海一个同名人物身上——此人真实存在于历史中，是“扫雷纵队”的创建者，一个专门搜集“黑材料”、服务于特定权力集团的特务组织头目。这一身份天然将他置于文革初期权力斗争的风暴眼，而穿越者凭借对“未来历史”的记忆，开始了一场惊心动魄的钢丝行走。

小说的核心立意并非简单的“改变历史”，而是通过主角的视角，揭示历史叙事如何被权力塑造、又如何被重新诠释。游雪涛在1967年的特殊缝隙中，利用“大鸣大放”的余温，推动“文艺大民主”、“科技大民主”等理念，试图在权力格局未完全定型时争夺话语权。他推动张露萍、朱枫等烈士的平反，表面是“求真相”，实质是政治博弈——但正是这种毫不掩饰的功利性，让小说超越了传统穿越文的格局，成为对主旋律叙事、历史记忆与当代政治反思的深层叩问。小说直面一个尖锐问题：当历史被符号化为“英雄颂歌”时，那些沉默的牺牲者、复杂的决策失误、以及被遮蔽的悲剧，又该如何被安放？

小说：穿越-丁玲

以中国现代作家丁玲为主角，设定为1955年的丁玲获得了从1955年至1986年自己逝世为止的全部“未来记忆”。作品以此为起点，深入探索了丁玲在预知历史洪流与个人命运时的内心挣扎，展现了她的虚荣、怯懦与良知之间复杂的博弈。小说中穿插了大量真实历史人物，包括赵一曼（李坤泰）、瞿秋白、杨之华、冯雪峰、陈明等，他们的生平事迹构成了故事的历史背景。创作过程中，作者结合现实历史资料与文学虚构，细致描绘了丁玲与这些人物的交往，并借此对二十世纪中国革命知识分子的精神世界进行了反思。

小说：六朝门阀-冉闵&庾信

小说以冉闵覆灭、慕容鲜卑兴衰、刘宋北伐、北魏南侵等真实历史事件为骨架，虚构了铁匠卫柯与慕容公主迦罗的爱情主线，并通过乌衣巷世家清议、庾信等文人北上修史等情节，深入探讨了六朝门阀政治的运行逻辑。其核心立意在于：通过展现世家大族如何以经史之学、礼乐文章为根基掌握“文化话语权”并以此超越朝代更迭，来呈现“道统”与“政统”的深层博弈。数据集中同时包含了模拟“知乎”平台上以历史学家田余庆、作家笛安等真实人物为原型的用户评论，这些评论从史学考证、文学技法、社会批判等角度对小说进行了多维度解读，构成了AIGC在文学创作、学术评论与网络社区互动三个层面的一次整体性实验。

小说：穿越-文革-遇罗克

一部以中国“文化大革命”为背景的长篇穿越小说，同时也是关于历史、叙事与“赢”的社会实验。

故事始于2026年。张明，哈尔滨工业大学航天学院一名延毕博士生，因论文屡次被拒、导师压榨、人生无望，在失神中遭遇车祸身亡。他的灵魂穿越到1967年的北京，附身于一个真实的历史人物——遇罗克。遇罗克曾因写出著名的《出身论》而闻名，批判血统论，后于1970年被处决。

张明/遇罗克在1967年这个充满动荡的年份醒来。他拥有未来五十年的历史记忆，知道谁将崛起、谁将覆灭、谁将默默无闻。但他很快意识到：知道未来和改变未来，是两回事。他不能仅仅为了生存而选择阵营，也不能简单地用后世的价值观去评判当年的选择。

小说超越了单纯的“穿越爽文”模式。它探讨的是更深刻的问题：一个人，在历史的夹缝中，究竟能做些什么？当你知道结局，却无力改变，或者改变本身可能带来更坏的后果时，你该如何自处？

贯穿全书的核心意象是“赢”。在21世纪的中文互联网上，“赢学”是一种反讽——无论现实如何，总有一种叙事可以宣布自己“赢了”。而在1967年，遇罗克开始将这种“赢”的哲学付诸实践：他推动“文艺大民主”，让每个人都能在虚构中找到自己的胜利；他促成“科技大民主”，让科学的火种在混乱中保存；他游走于张春桥、姚文元、康生等历史人物之间，用未来的知识作为筹码，却始终未丧失自己的底线。

小说：穿越-何晴→双枪老太婆

一位在2025年潦倒离世的女演员何晴，意外穿越成她生前“戏说”过的历史人物——双枪老太婆陈联诗。从片场的虚假英雄到牢房里的真实囚徒，她带着残存的现代知识与演员的虚荣，在1936年岁末的四川万县苏醒。面对杀夫仇人、军阀博弈与即将到来的全面抗战，她决心不再“演”英雄，而是在真实的历史夹缝中，用自己的方式滚出一条路，把枪口从内战转向抗日，把虚假的传奇变成真实的抗争。

这是一个关于“身份”的故事：一个一生困于“花瓶”标签的演员，获得了成为她曾消费过的真实英雄的机会。从下水道奇袭日军司令部，到以抗日宣传、漫画、歌曲塑造民族新偶像，何晴在改变历史走向的同时，也在血与火中重新定义自己。虚荣与勇气、恋爱脑与战地指挥官、戏说与史实——当昔日虚构的剧本坠入真实的枪炮，她终于明白：英雄不是演出来的，是活出来的。

小说：穿越-谭竹胖猫→红军西路军

小说取材于2024年引发全网轰动的“胖猫事件”。现实中，“胖猫”（本名刘杰）是一名湖南籍游戏代练，因与重庆女子谭竹的恋情陷入经济与情感的双重困境，于2024年4月11日在重庆长江大桥跳江身亡。其亲属随后公开了大量聊天记录和转账截图，指控谭竹以感情为手段索取巨额财物，“谭竹捞女”“胖猫纯爱战士”等话题迅速引爆社交媒体，形成一场席卷全网的舆论风暴。2024年5月19日，重庆警方发布超长警情通报，认定双方存在真实恋爱关系、经济往来互有付出，谭竹不构成诈骗犯罪；同时指出“胖猫”姐姐刘某在事件中涉嫌操控舆论。法律上的定性并未平息公众争议，谭竹作为“被流量反噬的素人”成为当代中国网络生态中最具争议的人物形象之一。本小说将这一极端世俗化、逐利的当代人格，投掷于1936年红军西路军妇女独立团的绝境之中，由此展开一场关于信仰、生存与蜕变的叙事实验。

而在这个小说中，一个来自2026年、以逐利为信条的当代女性谭竹意外穿越为1936年红军西路军妇女独立团的一名营长。在河西走廊的绝境中，这个曾坚信“搞钱才是本事”的灵魂被迫与一群将赴死地的理想主义者并肩作战，从而在信仰与生存、算计与牺牲的剧烈碰撞中完成蜕变。作品以穿越者的陌生化视角重新审视西路军女战士的悲壮历史，并由此衍生出一个庞大的“或然历史”平行宇宙：在这个分支中，西路军没有覆灭，赵一曼的事迹提前引爆为全国性的舆论浪潮，真实历史人物（吴先清等）的命运轨迹被改写，上海文艺界以科幻漫画、街头话剧等多元形式卷入抗战叙事，而小说的触角甚至延伸至当代网络社区对这段被改写历史的激烈论战。该数据集旨在探索AIGC在长篇小说创作、历史架空推演、多文体混合叙事方面的边界。

小说：穿越-唐晓白(监狱来的妈妈)→赵一曼

唐晓白是一位极具争议的现代电影人——她是著名导演章诒和的女儿，曾执导美化杀人犯赵箫泓的电影《监狱来的妈妈》，在舆论翻车后试图切割关系，却在一场车祸中灵魂穿越至1934年的东北，成为了抗日英雄赵一曼。穿越前，唐晓白是典型的后现代知识分子：虚荣、精明、善于炒作，对自己家族“受害者”身份深信不疑；穿越后，她带着这些性格底色和后世的历史知识，不得不在白山黑水间面对真实的战争、牺牲与理想。

小说：穿越-哈工大延毕博士生→卢福坦&康生

主角卢福坦在历史上确有其人——他是中共早期领导人之一，1933年被捕后叛变，加入国民党特务机关，新中国成立后被处决，是党史中一个被定性的反面人物。

小说设定一位当代延毕博士生意外穿越成1933年正在被捕边缘的卢福坦。面对“若叛变则被国民党用完即弃，若硬抗则必死无疑”的两难处境，穿越者利用后见之明做出了一系列策略性选择，从而开启了截然不同的历史走向。小说核心不在于“一个人改变了历史”，而在于“一个人在每一次具体决策中选择了更务实、更灵活的路径，这些选择的叠加重塑了整个时代的轮廓”。

数据集中除小说正文外，还包括大量“戏中戏”材料——角色们在自己时空中创作的小说、回忆录、新闻报道、论坛评论等。这些材料共同构建了一个与现实历史既有参照又有偏离的平行时空，可供研究者从文学、历史、政治社会学等角度进行交叉分析。

小说：穿越-哈工大延毕博士生→向忠发&赵一曼

一位2025年延毕的哈工大的航天博士生在意外中穿越至1931年、成为中共历史上最具争议的人物之一——被定性为“叛徒”的向忠发的故事。在真实历史中，向忠发于1931年6月被捕后迅速招供，旋即被国民党枪决；而在这部小说中，穿越者借助后世对党史的认知，试图在九一八事变前后改写个人与民族的命运。小说以赵一曼（李坤泰）为核心女性人物，塑造了一位兼具数学天赋、军事才能与复杂人性的革命者形象，并由此衍生出一系列围绕历史记忆、英雄叙事与消费主义的元文本讨论。数据集包含正文、同人作品《密林女王传奇》，以及由AIGC生成的模拟社交媒体讨论——涵盖知乎、微博、贴吧等平台上以真实公众人物（如歌唱家谭晶、吴静，学者毛尖，艺人杨超越等）身份发表的评论与论战。这一数据集的立意在于探索AIGC如何在历史叙事、文学创作与舆论场之间构建多层次的对话，同时也触及了历史人物再现、先烈形象消费、流量伦理等尖锐议题。

历史小说杂集：安史之乱,怛罗斯之战,山河四省高考......

本数据集包含完整的小说正文、历史研究笔记以及京剧台本实验。它既是文学创作的产物，也是检验AI在长文本逻辑、历史语境还原及复杂人物情感刻画能力上的珍贵样本。其核心价值在于展示AI如何基于大量的历史考据，进行跨越时代的叙事构建与主题升华。

数据集中的人物，无论是虚构的女主角，还是真实的历史人物（如宋代的文天祥、贾似道，晚唐的仇士良、杜牧，唐安史之乱时期的史思明、李嗣业，以及权阉鱼朝恩），都严格依据正史记载与学界研究进行塑造。我们通过详尽的历史资料检索，还原了“甘露之变”、“邺城之战”、“怛罗斯之战”等关键节点的复杂政治生态，甚至考证了古代科技（如“天梯”构想）与制度（如“科举”与“税制”），旨在为AI提供坚实的历史基座，杜绝凭空臆造。

这些小说并非单纯的历史演义，而是以“借古喻今”为核心创作理念。它们将当代科研领域的人才困境、教育内卷下的地域失衡（映射“山河四省”高考差异）、以及个人在宏大叙事中的渺小与坚守等现实议题，巧妙地融入唐、宋的历史风云中。例如，《天工阁》通过宋末女工程师的视角，探讨科技伦理与知识分子的责任感；《星烬录》则以晚唐暮色为背景，描绘乱世中个体对“公正秩序”的执念与幻灭；《杨花落》则聚焦安史之乱的创痛，反思忠诚与背叛，以及理想在权力倾轧下的异化。AI的任务，正是用文学的笔触，挖掘这些历史尘埃下共通的现代人性困境。

小说：王虹-现实的科幻小说

一部以2026年菲尔兹奖得主、数学家王虹为核心人物的现实主义小说。小说以2026年7月至8月为时间窗口，将真实的科技事件、政治动态与社会现象编织进虚构叙事中。故事涉及中美AI竞赛、开源与闭源的路线之争、高校人事制度改革、网络舆论场的极端化、女性科学家的公共形象困境等议题，试图在个人命运与时代洪流之间建立一种多层次的映照关系。

小说中的人物均有现实原型或现实参照——从DeepSeek、月之暗面、MiniMax、智谱AI等中国AI公司的创始人，到OpenAI、Anthropic、Google DeepMind等国际AI巨头的核心人物；从菲尔兹奖得主、结构生物学家、理论物理学家，到中央及地方的政治人物、媒体记者、网络博主。小说以“新新闻主义”式的细节密度，描摹了2026年夏天全球科技、政治、学术与舆论场的共振与撕裂。所有科技产品参数、政策文件、新闻报道、社交媒体讨论均基于公开可查的2026年现实信息重构，并在此基底上展开虚构的人物关系与情节推演。