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Walk out
Emotional Exit
Used to express strong feelings when leaving, often due to disagreement or anger. 
Not Always Physical
'Walk out' can be metaphorical, meaning to abandon responsibility or leave a relationship abruptly. 
Sudden Departure
Implies a departure that is sudden and unexpected, which usually leaves others surprised. 