The Big Five Trait taxonomy: History, measurement, and theoretical perspectives.

Similar preprints — Semantic Scholar

Cited by (2)

• Persona Non Grata: Single-Method Safety Evaluation Is Incomplete for Persona-Imbued LLMs

  Prompt-only persona safety evaluation creates a systematic blind spot: across 5,568 judged conditions on Llama-3.1-8B, Gemma-3-27B, Qwen3.5-9B, and Qwen3.5-27B, prompt-side persona danger rankings are

• What Models Express, Suppress, and Resist: Auditing Open-Weight LLMs with Persona Vectors

  Behavioral defaults in Qwen3-8B (Q8B) and gpt-oss-20b (G20B) track their training norms with systematic fidelity: all nine agentic traits are natural in both models, and clinician defaults align with