Add everything to a small pan. Place over medium-low heat and stir, using your spoon to squish and break down the lumps of peanut butter. The heat will help it melt too.
Cook for about 5 minutes until thick and creamy. Take off the heat just before it reaches the thickness you enjoy because it will continue to thicken a little once it comes off the heat.