If an emergency store costs 10% more to run, and emergencies are only 1 day in 10,000, then prices during emergencies would need to be 1000x normal for it to make business sense.
Unfortunately anti-price-gouging laws wouldn't allow that, nor would you manage to keep law and order in the shop when telling customers that a bottle of water is gonna cost them 2000 dollars/euros.