Is there a way to handle negative personality types well?

You can't control other people. When people are mean and petty, it reflects on them, not on you. Sometimes the best response is no response. You could say "excuse me, I have work to do" but say it in a bored tone of voice, not with anger. Your work place does sound even worse then average.