Make cake. In small bowl, mix multicolor jimmies, nonpareils and jumbo nonpareils together from 6-cell sprinkles mix. Set aside.
Prepare cake batter following recipe instructions. Stir 3 tablespoons of sprinkles mix into batter, reserving remaining sprinkles for later step.
Bake and cool two cake layers.