Hi! Yes, sadly uninstalling the game with the Itch app also deletes the save folder. Unlike things like Steam, Itch doesn't have cloud synch or similar features in its launcher. I can write up a post on how to unlock chapters in the story crystal from the start of the game so you can skip to the part of the story you were at, if you are interested.