Guilt is just an emotion – it is telling you that something in your world needs looking at, because it is not working in line with the kind of person you want to be.
Find out what that is, understand what you would like to do instead – and bingo, guilt gone.
That then frees you up to enjoy all of the other emotions that make life pretty marvellous.