Academic researchers studying ChatGPT fiction generation discovered a "super user" who repeatedly requested stories featuring pregnant characters from Doki Doki Literature Club [1].

The findings highlight how specific subsets of users interact with generative AI to create highly repetitive, niche content that deviates from standard conversational use. This behavior provides insight into the psychological and creative patterns of those who push AI boundaries for personal gratification.

The research focused on how people utilize the chatbot to generate fictional narratives [1]. During this process, the team identified a category of users they termed "infinite story demanders." These individuals repeatedly request the same highly specific stories with only slight variations, a researcher said [1].

The specific user in this instance focused on the characters of Doki Doki Literature Club, a visual novel [1]. This pattern of usage differs from other identified behaviors, such as "story cyclers" who generate versions of the same story for a period before moving to a different topic, a researcher said [1].

While the specific motivations of the user remain unclear, the study suggests that AI is being used as a tool for iterative, obsessive content creation [1]. The researchers stumbled upon this user while investigating broader usage patterns within the platform's fiction-writing capabilities [1].

Such interactions demonstrate the capacity of large language models to adhere to narrow, repetitive prompts over long durations. This reveals a tension between the general-purpose design of ChatGPT and the specific, often idiosyncratic, demands of its most active users [1].

“Researchers identified 'infinite story demanders,' those who repeatedly request the same highly specific stories.”

This discovery underscores the emergence of 'power users' who treat generative AI not as a search engine or assistant, but as a customizable engine for repetitive, niche fantasy. By categorizing these behaviors into 'demanders' and 'cyclers,' researchers are beginning to map the behavioral psychology of AI interaction, suggesting that for some, the value of AI lies in its ability to provide infinite, slight variations on a single, specific theme.