I wonder why the dense liquid? Only to save the storage tank or will it able to generate higher power? Probably both because the potential is proportional to th

I wonder why the dense liquid? Only to save the storage tank or will it able to generate higher power? Probably both because the potential is proportional to the specific weight of the medium. Pumped-storage hydroelectricity is certainly no novelty.