When it comes down to it, fuck everybody. Do what makes you happy. Don't suppress yourself so that your friends can feel comfortable.
People change and find themselves in college. Sounds like you've done that. If they really are true friends, they'll accept you for the nerd you are. If not, then great; you've grown and you're moving on.