I generally found many of my peers boring as hell.
I tried going to a "get hammered in the middle of the woods" party (yes, it was that kind of high school), but I didn't drink, and no one was doing anything especially interesting, or saying anything especially interesting, and it was boring as hell, but everyone else being inebriated were oblivious to the dumbfounding level of boredom surrounding them, making it all the more frustrating.
So, I guess it really comes down to my not wanting to drink that resulted in my anti-social nerdiness. It was not until college that I found actually interesting people doing actually interesting and fun activities, without benefit of mind altering substances.