AnalysisPolicyJuly 16, 2026

Persona vectors used to audit and chart LLM behaviors

Persona vectors, behavioral directions in activation space, reveal what LLMs express, suppress, or resist beyond standard prompting. A companion paper charts personality traits in weight space, treating personas as positions for measurement and control.

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Persona vectors used to audit and chart LLM behaviors — AIBriefs