Zero Turn Mower. I'm stumped.

Yes, I would disconnect the fuel supply hose to make sure that it flows into a jar more than the engine could need. Or....vacuum leak/blown intake gasket type of thing. Or.....if the engine IS under some undue loading, figure out what that is. The need for the choke could be a lean deal or needed to handle that load, a la carb power-valvish.