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C. Shin

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#artificial intelligence Preprint Jul 2026

The Effect of Emotional Context on Large Language Models'Endorsement of Premature Decisions: Comparing Emotional Vulnerability Across Six Commercial Models

Through a controlled design that separates emotion from conversational context, it is shown that emotional context increases LLM sycophancy even in top-tier flagship models.

C. Shin, Yoojin Han, Don Shin et al. · 0 citations