Hot peppers contain an nutrient in them called capsicum. Capsicum is what creates the burning sensation in your mouth when you eat something that’s made with hot peppers. It can also burn your skin. When you pick peppers with your bare hands, the capsicum can get on your skin and burn. If you touch your eyes or your mouth with the capsicum on your skin, you can actually get burns that need to be treated medically.