Why does my heat pump's fan always stay on when in heat mode?
The heating fan will run for a cool down after the heating elements are turned off. If you listed your Furnace Model and your thermostat model we could check the wiring for you and suggest what you need to do. 

But yes it sounds like the Thermostat is wired incorrectly.