This is just wild speculation, but (if Jaeyoon is in it) I wonder if Chocolat recorded All Night Long, and perhaps more songs like it, pre-debut, but the company decided to switch to a more conventional K-Pop sound and gave them Syndrome instead. Certainly it would mean that the R&B and freestyle influences in One More Day didn't appear completely out of nowhere.