In fairness it'd definitely be less empty if there were more reasons to actually spend time there.
Crystarium's big and empty, Eulmore is small cramped and crowded. I don't even dislike Eulmore, but it feels kind of like... wasted potential, in a way. It doesn't even feel like a city.