Does anyone else feel uncomfortable eating in public?

It's kind of weird actually...if I'm in a restaurant it doesn't bother me (except when there's that one other customer at a nearby table who likes too stare), but I do not for some reason like to eat at gatherings like with co-workers at a company dinner, party, pic-nic, etc. (I usually skip those).