Yes we do store it but the technology isn't nearly mature enough. For solar and wind, we can store using batteries for a very short amount of time for purposes of stabilizing the grid. But for hydro, we have pumped storage, which means we use the extra power generated by the grid in the rainy seasons to pump water back up using motors, increase it's potential energy and then run it back down during the dry seasons.