would you get arrested if you ordered a slice of pizza shoved it down your jean pocket and ran out without paying for it

Yes, you could be, under the statutes pertaining to defrauding an innkeeper. It would be akin to the dine and dash, even if you didn't consume the food ordered on the premises before running away.