Mix cake mix batter according to directions - using only cake mix, eggs, oil and vanilla.
Reserve some batter. Smooth batter onto baking sheet. It's a thin layer.
Layer the reserved batter in big globs over the cherries.
Spread the batter but leave gaps so you can see the cherry filling.
Run a knife through the globs to join them.