Preheat the oven to 325°F. Spray five 6 inch cake pans with baking spray and set aside.
In a medium bowl, sift together the flours, salt, and baking powder. Whisk to combine, then set aside. In a measuring glass, combine the milk, watermelon drink mix, and gel food color. Whisk to combine, then set aside.
In a stand mixer, cream the butter, sugar, and vanilla on a medium speed for about 5 minutes, or until light and fluffy. Scrape the bowl down.
With the mixer on low, beat in the eggs one or two at a time. Beating between additions. Scrape the bowl down as needed.
With the mixer still on low, add one third of the flour mixture. Once combined, drizzle in half of the liquid mixture. Scrape the bowl down and repeat the process. Scrape the bowl down again and add the final addition of flour. Mix until just nearly combined. Then fold the mixture with a spatula until combined.
Pour 3/4 cup of batter into each of the prepared pans. Bake for 17- 19 minutes. Cool for 5- 10 minutes before removing the cake layers from the pans. Cool completely before assembly.