Just tell the truth.
"Mom, I'm going to the formal with a guy."
"What? Why? Who is he?"
"He's a guy I like. I want to go with him. I'm just going there with him, what else can we do? I mean, it's not like we're gonna fuck on the dance floor."
"Alright, be back by 11pm alright? No...