My dog barks at imagery things. She runs in circles wagging her tail at NOTHING. What is wrong with my dog?

There is nothing wrong with your dog. She can see (or perceive) a level of existence that we cannot see. It's like a parallel universe. There is something there, we just aren't aware of it. Have you had the hair on your neck stand up and get a chill for no reason?