If you really want to try for a specific room, my suggestion would be to request something that might put you in the area and then, when you check in, just ask if they happen to have that room available.
This way, when they go to do room assignments, you will at least be in the general area you want to be.
If all you request is a specific room, they won't have any idea of what you really want if that room is not possible.