04:00
2026-09-18
arxiv.org
large-language-models
Sampling Reveals Style: Unsupervised, Training-Free Discovery of Prompt-Conditional Stylistic Axes in LLM Activations
A training-free method that repeatedly samples completions of a single prompt at elevated temperature and applies Principal Component Analysis to pooled hidden activations can discover prompt-conditioβ¦