when the glass is full of air at the same pressure, you have the same amount of push downwards as upwards. They balance each other. with the glass full of water, when the water start to move downwards, there is nothing to take its place. this product an area of extremely low pressure. the higher pressure on the outsite is then plenty strong enough to keep the paper in place.