Surpise them and still use a Store cake mix.

Take a Devils food or Dark Chocolate cake mix and add, mini morsels or a couple squirts of Raspberry agave to it.
French Vanilla or regular white cake, take some chopped pineapple and sprinkle it on top and then let them find the surprising fresh taste inside.