If you're using a single 9V supply, that's the problem, and it doesn't matter what voltage it is.
That circuit as drawn is for a bipolar supply. If you're running it from a single supply, then you need to build a "virtual ground" like Cozy was talking about first up.
You'll have seen the typical circuit on a ton of schematics. 10K+10K between 9V and ground to provide a 4.5V level in the centre. Decent value electrolytic capacitor (10u? 47u?) from that 4.5V point to ground.
Then you can use the 4.5V level as "virtual ground" and connect all the ground points in the circuit to it.
HTH,
Tom