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Rush out
Sudden Departure
Use 'rush out' when describing someone leaving a place quickly and without warning. 
Emergency Context
'Rush out' is commonly used to describe actions during emergencies or urgent situations. 
Emotional Nuance
When used figuratively, 'rush out' can imply an emotional reaction, like leaving in anger or distress. 