Yeah, I was tormented by guilt and shame for a long time, and I really didn't know how to deal with it.
Have you tried some kind of physical exercise?
And, journalling can help...writing down some of the negative thoughts can help to take away their power.
My experience is, that there is no way around these feelings, but, try to remember that they are just feelings. They don't own you. Let them go.