Simply put, you go down too quickly and find that you start falling down and can't pull up! And Going full throttle doesn't help! The most straightforward way of getting out of VRS is to move horizontally to get out of the turbulent air as quick as possible.
Wikipedia article.
Quadcopter demonstration: