Hickory, I just wanted to add my voice to those who say that you'll get better depth if you have your speakers away from the wall. It will increase until they're about 15' out. The same thing is true of width and side walls. The reason for this is that we judge the size of an acoustical space by the time delay between the direct sound and its reflections. Bigger room, longer delay. Since most recordings are made in fairly big spaces (or have artificial reverb to imitate them), having the speakers close to the wall means that the ear will hear the reflection from the room first, and will either decide that the space is a small one or compromise between the size of the two spaces.
So, from the perspective of imaging, far from the walls is often best.
At the same time, I agree with those who pointed out that you'll lose some bass reinforcement if the speakers are far from the walls, though whether you have too much/too little bass will also depend on placement and your room (because of modes). Speakers never seem to have the best bass in the same place as they have the best image! I usually end up positioning mine for best imaging, but YMMV.
Another consideration is that if you build a wall and make the room smaller, the bass will become rougher because the room modes will occur at higher frequencies. Modes are hard to fix, whereas if you want more bass you can just add a couple of subs (which also have the advantage that you can move them independently, so you can position the mains for imaging and the subs for bass smoothness and extension).