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Somebody’s pet hate
Personal Specifics
Refers to something uniquely irritating to an individual, not everyone. 
Not Literal Hate
Doesn't mean 'hate' in a strong sense, but rather an exaggeration for dislike. 
Conversational Context
Used in informal chats to express personal annoyances or quirks. 