A recent study highlights the connection between math anxiety and the associative knowledge structures of psychology students, revealing that this anxiety significantly impacts their career choices and well-being. Unlike human students, large language models like GPT-3.5 and GPT-4o do not exhibit this relationship. Understanding these differences is crucial as it sheds light on how emotional perceptions can influence learning and performance in academic settings, potentially guiding future educational strategies.