Then why are you here asking? If your ok with a theft conviction and criminal record fine go in plead guilty. By the way you "assuming" there will be no jail time. Where your probably correct you dont know.
Judging by what you wrote, if you go in and do it all yourself you may not like the consequences, though I think you'll probably deserve whatever it is you get.