Happens to me all the time. If I can, I get the hell out for a while and just chill until I'm ready to go back in. Fortunately most of the people I hang out with understand what's going on and leave me to it. It can get frustrating when people come to look for me and decide that I must want to chat with them because I can't possibly want to be on my own, but most of the time it's okay.