Central AC unit is on even though the thermostat is set on "heat"

My A/C unit is on - the blade in the condenser unit outside is running even though the thermostat is set on "heat" mode. The heat furnace is okay. In order to shut down the condenser unit, I was advised to use the fuse breaker... What could the problem be due to?