In the few LDs that I've had, I've had that problem as well. Looking back it seems that in all of my LDs, the time when I'm most lucid everything goes black for some reason. I'd suggest, as was said, finding a door to go through. Also, some suggest simply opening your dream eyes. Once they're open you should find yourself in a different setting, as long as you know that one will appear.

-Amé