I was with the merchants until they started getting angry and violent.
Maybe this baron guy is a guy suspected of shady dealings or something I forgot about, but otherwise, a scarcity increasing prices is perfectly reasonable. Based on the way this guy acted, it's pretty clear he's only taking advantage of people though.