Baked goodies with peanut butter are totally awesome! I love peanut butter cupcakes, peanut butter frosting, and peanut butter cookies. It was time to take a break from the Fall baking and make something with peanut butter...just because. The chocolate swirl is really just sugar mixed with cocoa powder. Instead of cinnamon sugar, think of it as chocolate sugar.