It's not called Home Screen Mode in mine, it's Easy Mode.
Click on it, then switch from Standard Mode to Easy Mode but do not Apply.
Click to switch back to Standard Mode and then click Apply.
Yay...got my home screen back again.
This is a BUG. Never buying Samsung again.