Huh, weird. No other program behaves that way, though, so I guess it's just a quirk in MS office? I suppose I can auto-hide the taskbar, but that's not quite what I was hoping for. I guess I will just have to do a little taskbar hiding dance every time I want to full screen MS Word then :/