I'm on the Sprint S4 but try going to settings > Wi-Fi (actually click on Wi-Fi, not just turn it off) then click on Smart mode, it will go to a new screen and then in the top right you can move the slider to off.
Hope this helps! It seems to be working on mine. I like you was about to throw my...