Stir peanut butter and ricotta cheese together in a bowl until smooth. Add vanilla extract, cinnamon, and white sugar to peanut butter mixture; stir until completely blended.
Spread peanut butter mixture on one side of two of the pieces of bread; top peanut butter mixture with apples. Place remaining slices of bread over the apples.