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Bite/snap somebody’s head off
Emotional Intensity
The phrase conveys strong annoyance; use it to describe an overreaction rather than a calm reply. 
Informal Speech
It's colloquial and best used in casual conversations, not formal situations. 
Not Literal
This is a metaphorical expression meaning no physical harm is done; it's about verbal reaction. 