Why can't I simply set the Thermostat to "off"?

Not sure, I can do that with all my thermostats. I have 4, three are using a virtual thermostat app, VThermostat and the 4th is an Ecobee. using the Ecobee suite manager from sandood,

What thermostat and driver are you using?