If you long press an app icon in the favorites tray, can you remove that shortcut from the homescreen? If so, do that for each one, and you should be left with a blank screen.
Otherwise, I agree with fuzzylumpkin's recommendation to use a 3rd party launcher like Nova -- it'll give you much more customizability.