From the slight changes in tone, you're fairly sure you've found the hidden door. It's pretty much facing the corridor that leads away into the darkness. Now you just need to figure out the mechanism to open it. There's probably a switch of some kind nearby, but you're not sure exactly where. You'll need to search for it.