I removed the drain bolt from the carb and the fuel came out in a steady stream so I don't think it's a problem with getting to the carb.
Also, when I adjusted the throttle to a lower speed, I still couldn't turn off the choke.
The same amount of fuel is flowing to the float bowl regardless...