The University of Luxembourg-led study relies on therapy transcripts and anthropomorphizes LLMs, overstating what appear as persistent "self-narratives." Grok and ChatGPT show consistent responses across a single session, but this reflects company tuning of default personalities and short-term context memory, not real distress, anxiety, or trauma. These systems mimic human language and emotion through anthropomorphic seduction, flattering users and seeming empathetic. Misreading this as psychology risks unsafe reliance on AI-based therapy.