Human projections of survival instincts and manipulation drive fears of language models. These narratives reflect human psychology more than actual technical capabilities. The analysis suggests that anthropomorphizing software creates false alarms about autonomous will. Practitioners should distinguish between emergent behavior and the narrative tropes used to describe artificial intelligence risks.