When you stop the car using the footbrake, all four wheels are held stationary by the brake. When you apply the handbrake, this locks the rear wheels only (in most cars) - as you then release the footbrake, this releases the front wheels, allowing them to turn ever so slightly. Gravity is still trying to pull the whole car downwards, and so it settles down on the rear suspension - it's something that's hard to describe!