I don't use bedside mode and when charging all the lights and the screen turn off in about 30seconds (depending on what I've set in the Screen/Keyboard settings in Options).
Mine also turns off when it's charging. I do not use bedside mode too. Do you have your screen set to auto dim? Don't know if that would do it, but mine turns off after my set time to dim.