It definitely goes away when you are physically active and drinking water regularly and not drinking too much water in one go. Drinking water does increase your weight by 2-4 pounds but it can decrease in a few hours as it depends on your metabolism. If your body is not able to lose excess water it can cause damage to your kidney and heart.