I can confirm that every galaxy size has a maximum number of players that is allowed. The number is different for each galaxy size. It is possible to go higher than that, but the game won't allow you to leave the setup window until you reduce the number to an allowed value.
I haven't found these limits anywhere in the xml files. I'm not sure if that means I missed them or if they are hard coded somewhere else.
Also, this is Intrigue.