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Once bitten, twice shy
Emotional Impact
The phrase often implies strong feelings from a past negative experience affecting current behavior. 
Not Literal
It's a metaphorical expression. No actual biting is involved; it refers to any kind of bad experience. 
Common Usage
Used to suggest someone has become more cautious due to a previous negative outcome. 