Reading Too Much Into It? Interpretive Preferences and Commitment in LLM Mentalisation under Ambiguity

Large Language Models (LLMs) are increasingly used for interpersonal advice, potentially shaping how users interpret ambiguous social encounters. Existing Theory of Mind evaluations typically rely on predefined answers, while uncertainty research overlooks LLMs' preferred explanations and confidence