Reference-Based Bias Detection in LLMs via Relative Representations of Hidden States

Marek Jeliński, Jan Dubiński, Maciej Chrabaszcz +1

Existing bias auditing methods typically rely on model outputs, requiring costly benchmarks or judge models and potentially missing internal shifts that never appear in generated t…