@article{carebenchevaluatingllmsemotionunderstand, title = {CAREBench: Evaluating LLMs' Emotion Understanding by Assessing Cognitive Appraisal Reasoning}, author = {Zhaoyue Sun and Hainiu Xu and Andero Uusberg and James J. Gross and Petr Slovak and Yulan He}, year = {2026}, eprint = {2605.17176}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.17176}, }