What's the correlation between altitude and the amount of sunlight in a day?
I would guess that altitude and longitude are not correlated globally (at least I don't know why they would be) but in the US I generally associate altitude with snow.
Which makes sense: it can be isolating if everyone around you seems to be thriving and you aren't.
Also, because urban environments in the US west are relatively new, they tend not be found "between mountains" in the same way that the centuries old cities across the Alps etc. are. The large population centers (Denver, Salt Lake City, Albuquerque) are built in large, open flat areas, and many of the midsize cities are not really surrounded by mountains in the way that equivalent European or other non-American cities often are.