To attempt to forget one's troubles through the consumption of something, typically alcohol (to which the phrase originally referred). It's not healthy to just drown your sorrows every time a girl breaks up with you. Quit drinking and try to face reality. Whenever I have a hard week at work, I like to spend Friday night drowning my sorrow in pizza and ice cream.