That is with most of the new smart phones. There is a minimum charge that they have to reach before it can be powered back on.
First day I had my Pre I thought it was broke...wouldn't turn on even after I plugged it in. Was frustrated and ready to return it in the morning until suddenly the batter flashed on and I realized it was just a dead battery.