It means do things to you that I wouldnt even do to a farm animal.
Arab Dude: I have stolen our favorite goat.

Arab Father : Go Middle Eastern On Your Ass.
by Godthereal1 February 03, 2012
mugGet the Go Middle Eastern On Your Assmug.