Baby Bowser has taken the Super Happy Tree and cast a spell on Yoshi's world, turning it into the pages of a picture book. The only Yoshis not affected by the spell were six hatchlings that were protected by their shells. It's up to them to reclaim the Super Happy Tree and restore hapiness to the world. That is the only way they can break Baby Bowser's spell!
Missing booklet.