> In every other market prices drop at scale.

Markets based on supply and demand all work like this. Increased demand results in the market price increasing.

Electricity demand eventually becomes fuel demand, which has the same thing: more demand results in increased prices for fuel. Since fuels are broadly substitutable in electricity generation, all fuels increase in price when there's (significant) additional demand for electricity and that tends to increase prices of everything with a significant energy component.