penalty drink; alcohol drunk as punishment
Refers to alcohol consumed as a penalty, typically in social drinking games or as a consequence for being late. Often used in the context of 罰ゲーム (punishment games).
See also: 罰杯
I was made to drink a penalty drink because I was late.
If you lose the game, it's a penalty drink.