Have you ever thought that you might be attracting most of the stuff indirectly?
You could look at the bright things and put a little less emphasis on the negative ones.
I would recomend you to start thinking about things that you are thankful for. As silly as is may sound, jot down a list and you will start feeling better. Concentrate on that