In fact, it IS up to you! Check out "stealth mode" in the manual. Turn the LED off and enjoy your medicated zen.
Edit: I just tried and it works. Turn on in session mode, turn dial to 10, single click, turn dial to 0, single click and LED is off. Opening and re-closing the battery door...