Anthropomorphic fears of AI survival instincts often reflect human psychology rather than actual language model architecture. These narratives project human desires for power and resource control onto statistical predictors. Such misconceptions obscure technical realities. Practitioners should distinguish between emergent capabilities and the fictional tropes driving current public anxiety about autonomous machine will.