One vertex per element, one color per generator, with an edge from x to x·s.
(5,6,11,18,10,8,9,13)(7,14,19,12,16,20,15,17)(21,22,25,29)(23,30,32,36)(24,27,34,28)(26,33,35,31)(1,2)(3,4)(5,7,10,16)(6,12,8,17)(9,19,11,15)(13,20,18,14)(2,4)(21,23,25,32)(22,26,29,35)(24,33,34,31)(27,30,28,36)(5,8,10,6)(7,14,16,20)(9,13,11,18)(12,19,17,15)(22,27)(24,34)(26,30)(28,29)(31,33)(35,36)A Cayley diagram is a choice, not a fact about the group. Another drawing of this group — in a book, or on a different generating set — may look nothing like this one.