La Jolla, California Activities La Jolla Cave & Shell Shop For a fun adventure, visit the La Jolla Cave & Shell Shop, a shop in La Jolla with a mysterious secret in the basement. There you will find the entrance to the Sunny Jim Cave, a beach cave that was long ago extended to the shop.