Trait Attribution in Bernese Swiss-German and Standard German. Topic This thesis investigates the treatment of dialectal variation by Large Language Models (LLMs), focusing on Bernese Swiss-German in comparison to Standard German. Employing a matched-guise probing framework, this study demonstrates that semantically equivalent sentences can elicit biased social trait attributions based