Is it normal that i don't feel okay with going to this party?

It's not weird to feel that way at all, if you feel uncomfortable with it then don't go. If you tell your friends that and they make fun of you then either tell them if they laugh then they aren't real friends or say (because i agreed with the first one) you're grounded or your parents won't let you go