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Throw yourself on somebody’s mercy
Desperation
Used when someone has no other options and is in a desperate situation. 
Power Dynamic
Shows a power imbalance where one person is completely at the mercy of another. 
Not Literal
It's a figurative expression and doesn't involve physical action. 