Thanks for the tips guys! I now have my stem lowered as far as it can go. The saddle is still level with the handlebar, darn riser bars, though my riding position has grown more to my liking.
I will look into raising the saddle a little bit higher, though I fear that I'm almost near the limit here. It doesn't help that my saddle is one of those wide comfort gel saddles, and it keeps pushing me forward when I ride. Does anyone know if I can put a road bike saddle on my hybrid? Or should I just shop for mountain bike specific ones?
I will also look into getting a flat bar to get my handlebar even lower.