That's weird, I just came to post the same problem. I've been using the Reader steadily since October, but for the last 4 or 5 weeks I've read paper books. When I came back to my Reader, it's down from nearly-full to one bar.
Does it really draw from the battery when turned off? I thought the big benefit of the Reader is that it only uses battery power when changing pages.