Role-Conditioned Persona Persistence as a Function of Model Scale

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Authors: Trent Slade
Cited by: 0

Abstract

This archive documents a controlled comparative study of role-conditioned persona persistence across language models of varying scale, alignment regimes, and deployment environments. Using a deliberately constrained and anachronistic identity—a 1920s Underwood No. 5 mechanical typewriter—the study evaluates how different models maintain, degrade, or transform an imposed persona when exposed to identical prompts under fixed conditions. The dataset includes raw model logs from cloud-hosted and locally executed language models, spanning small (

Fields of Study & Subjects

Topic Modeling Speech and dialogue systems Ethics and Social Impacts of AI

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
29 January 2026
Document type
Dataset