Maybe the utility derived from having electricity doesn't make the good actually worth the prices you are saying? A seller makes no money if they price their good so far above market that there is no demand for it, not infinite.
Even if a good is quite scarce (Such as electricity in a blackout), the price is dependent on demand. Low supply does not inherently make a good expensive.