Do you have a rule over there that says "When in doubt throw in a 'u'"?
e.g.
color = colour
neighbor = neighbour
etc

Or is it that we (Americans) just remove 'u's whenever possible?

Probably the second one. I wonder what is the deal with our exclusion of the 'u'. Poor thing. I feel sorry for it.