Stable and Explainable Personality Trait Evaluation in Large Language Models with Internal Activations

Xiaoxu Ma, Xiangbo Zhang, Zhenyu Weng

Evaluating personality traits in Large Language Models (LLMs) is key to model interpretation, comparison, and responsible deployment. However, existing questionnaire-based evaluati…