So, this is how you turn off Deep Sleep on this particular Brother model. All you have to do is follow these instructions: General Setup, Ecology Sleep Time. Once you have done that, you need to hit these two buttons simultaneously to enter Deep Sleep Mode. After that, press "OK". As you can see, I had Deep Sleep turned on, but by following these steps, you can turn it off. It's as simple as that.