It is mainly thought as above the market price, correct. But it can also be simply above what it considered reasonable or fair.
My point is, no one made those people pull into that specific gas station. People were led to believe they needed to buy the gas in case prices skyrocketed. Just like we were led to believe an exclusive product would be worth the $50 or $60.