1 Watt is the equivalent of moving 1Kg 1 metre in 1 second.

If you want a kilowatt - you need to move 1,000Kg 1 metre in 1 second. Or, I guess, 1Kg a Km.

Plug the numbers together and you’ll see that you need a massive physical load and a huge distance in order to store a useful amount of energy.