Auditing Support Strategies in LLMs through Grounded Multi-Turn Social Simulation

Michelle Star, Andrew Aquilina, Yu-Ru Lin

When users seek social support from chatbots, they disclose their situation gradually, yet most evaluations of supportive LLMs rely on single-turn, fully specified prompts. We intr…