Help!!! Is there something wrong with me socially?

Go with your instincts. You don't have to hang out with them if it doesn't feel right. There's nothing wrong with keeping to yourself and just focusing on working. Your boss sounds like a difficult person so just try to be pleasant and agreeable with her and don't let what she says drag you down.