Representation Without Control: Testing the Realization Effect in Language Models

Ciarán Walsh, Emilio Barkett

Large language models are increasingly used as behavioral simulators, but it remains unclear when their outputs reflect human-like cognitive mechanisms rather than prompt-sensitive…