Turning the wheel of the car, to turn the actual wheels, should be harder while a car is parked, than when a car is in motion.
BUT, what you are describing sounds like you are running low on steering fluid.
Go to auto zone, or walmart, or somewhere with car stuff (thats right.. i said car...