So my wrist was getting sweaty and had my watch on my desk for a few hours. I just went to pick it up and the screen was off like in theater mode but you know...not. Seems like if it doesn't detect some natural movement after some time it shuts the display off.

Edit: Holy crap off the charger for 10 hours and 73% battery left. This update is amazing.