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Paper · arXiv

Desirability Confirmation: Relational Sycophancy in AI Intimate Roleplay

Research on LLM sycophancy has largely focused on propositional agreement, in which models echo users' beliefs, preferences, or judgments. Adult intimate roleplay presents a different case because what the user seeks may be preservation of a preferred relational position within a generated scene. Using a controlled prompt-based audit of 2,016 outputs from two open-weight LLMs, we identify four recurrent relational moves: legitimating desire, presenting the user as wanted, preserving non-rejection while communicating limits, and keeping intimacy available within fantasy or roleplay frames. Bringing the sycophancy literature into dialogue with sexual script theory, we conceptualize this con...

AuthorsHuiqian Lai, Runze Ding
Primary categorycs.CY
Published16 October 2026
Last updated at source16 October 2026
cs.CYcs.CLcs.HC
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