The vent solenoid is behind the rear passenger tire, connected to 2 small evap hoses - 1 to the canister and the other goes into a hidden trunk space. Might be easier if jacked up, but I didn't even bother doing that. Very quick and easy to replace that part.
Edit: yes, it's actually called the purge valve. Sorry for the confusion.