It was between Einstein and Twain, but I picked Twain because I think he has the most interesting character of the bunch (see: the biggest character). Einstein would be fascinating no doubt, but as far as scientists go, I'd actually rather have lunch with Carl Sagan, because he'd probably be better at putting things in context and boiling complicated scientific principles down to the basics.