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Die laughing
Colloquial Usage
Used in casual conversation among friends, not in formal settings like business meetings or presentations. 
Figurative Speech
'Die laughing' is an exaggeration, it means to laugh a lot, not literally dying. 
Positive Emotion
Indicates a very positive reaction to humor; represents extreme amusement. 