Many pumped-storage plants just dam an existing valley to create the upper reservoir. Easier than trying to build a gigantic swimming pool on top of a mountain, and probably safer as well.
Of course, in order to do this, you need some very rough terrain, so it's not suitable for flat countries.
Of course, in order to do this, you need some very rough terrain, so it's not suitable for flat countries.