You Know The Feeling When You Need To Pop A

You know the feeling when you need to pop a joint, that built up pressure. I have that feeling right in the middle of my spine. It is not painful but very uncomfortable, to the point I am losing sleep also. I tried popping my back, which works, but does not relieve the pressure. Any ideas?