Whisk the yogurt, peanut butter and honey until all ingredients are incorporated. Add the cinnamon. Sift in the powdered sugar and whisk until incorporated.
Top each cupcake with about a tablespoon of the frosting. Refrigerate cupcakes for up to 3 days.