Cream butter and sugar together. Add vanilla and egg whites. Beat again until smooth. Add flour, baking powder, salt, and milk. Beat again until batter is smooth.
Separate batter into 5 bowls. Add one of the food coloring colors to each bowl. Stir well until colors are even. Pour each into prepared baking pan. Cook for 15 minutes.