Cream the Peanut Butter, Butter, and sugars until light and fluffy. Scrape the sides and bottom of the bowl, then continue to mix until all incorporated.
Add the Eggs and extracts. Scrape the sides and bottom of the bowl then continue to mix again.
Add the flour, soda, powder, and salt and mix slowly until just incorporated. Finish by hand to prevent overmixing.
Divide into 1.5-inch round balls. Roll then slightly wet your hands with water then roll the cookie dough into rainbow sprinkles.
Place the cookie balls on a parchment lined baking sheet and slightly press the balls down.
Refrigerate for 30 minutes prior to baking
Preheat oven to 375 degrees
Bake on the middle rack, one sheet at a time for 5 minutes, then rotate then bake for another 6 minutes.
Right out of the oven press a Dove Heart into the top of the cookie.
These cookies taste best once the candy is cooled and not melted.