Let it charge for an hour or so, then try again.
At least, when the battery is totally empty, I can't boot my Z. Not even with the charger plugged in, but if I leave it charging for an hour, it boots again.
Not sure about the way you try to charge (does it have to turn on the led ?), I use the ac-adaptor.
Chero