But why? What would change compared to 12 players on a huge map? Do you just want to conquer a large number of your neighbors and then still get to compete against other mega-empires?

When playing civ on 12 player maps, I still mostly interact only with the 3-4 that I directly compete with at any given time. I imagine that wouldn't really change with 100 people.