I'm going to turn down booze at my birthday
Why do you want to turn down someone's offer?
They gave me too much alcohol last time
It's perfectly fine if you don't want to drink at your birthday party. You should turn it down.
It my birthday so I will do what I like. I won't drink.
I think you are making the right decision. Sometimes people do not need to drink at parties.