In your case indeed an emergency stop would kill the power so everything switches off there and then. You may also want to add brakes on heavy rolls to stop them from moving (of a type where the loss of power engages the brakes).
Also, instead of a button, you may better implement a kick wire around the bottom of the machine. After all, if your hands are caught, how are you going to hit that button?