Actually, when vegetable fats go bad they start to taste soapy. Maybe it was the fat used in the bread or sauce? I guess it could be in the pepperoni as well but it is so salty I can't imagine it going bad. Don't eat the stuff myself.

How do you feel? Any sign of food poisoning I would get thee to a physician.