Peer Pressure at its finest.

If you don't want to go, don't go.
If you want to go but don't want to drink, don't drink.
If you want to go and want to drink, why doesn't your mother just pick you up so you won't be driving tipsy?

Honestly, the feeling of embarrassment is fucking stupid. Do what you want. Don't worry about not looking cool.