As I recall, the word was that Ohtani wanted to play for a West Coast team back then.
Obviously the money is usually the top factor, but I don't think we should totally dismiss that there can be other factors too. The player is going to be filthy rich whichever place he chooses, so why not have it all, the dough plus being in a preferred location.