My hair is naturally auburn. I had blonde highlights this summer, got tired of them so I died it a light ash brown. I wanted my nautural hair color back so I died it Auburn, however it did not come out my natural color. Then I just died it a light amber brown, now it is so dark red it looks black red. What do I need to do, other than leave it alone?

So basically you have colored and re-colered your hair 4 times and are getting unpredictable results? That is not uncommon when people try to do it themselves, without understanding how all the processes and products they are using impact each other. Please, go see a professional, dear :)