Mix everything but the red food coloring together on low speed of your mixer for one minute. Turn the mixer OFF before adding the food coloring so it doesn't splatter! Beat on high for 2 minutes.
Grease a 13x9 baking pan. Pour the batter in. Bake at 350 for 30 minutes.