On some GM models, its behind the front wheelwell. I doubt it has anything to do with not refueling however.
Actually it could be just about anywhere. Google a schematic of the evaporative control system your particular vehicle.
The canister is a cylindrically shaped black plastic tube with a bunch of rubber hoses tapped into it located under the vehicle near the gas tank toward the rear.
http://www.justanswer.com/chevy/4frlb-19...
I have a gm 3.1 liter engine in a 1998 Chevrolet malibu and my evap system is failing, causing me to not be able to re fuel the car. I need to check the hoses and possibly replace the canister, but I don't know where it is.