Make sure to check all your Ovens for Purple Star Recipes. Advanced and Expert difficulties of those recipes also grant Purple Stars. If you still don't have enough Purple Stars to unlock the next Event, you need to reach a higher level. This will unlock more Purple Star Recipes.