Anthropomorphic narratives about language models seeking survival reflect human anxieties rather than technical reality. These stories project biological drives onto statistical patterns. This psychological framing obscures actual risks like data bias. Practitioners should prioritize concrete failure modes over speculative sci-fi scenarios to improve AI safety protocols.