Preheat the oven to 350 degrees. Add cupcake liners to a cupcake pan.
Spread the batter evenly between four mixing bowls. One color per bowl, add the pink, blue, purple, and black food coloring.
Let the cupcakes cool completely before adding frosting. To make the frosting, cream the butter in a bowl for 2 minutes until light and fluffy.