One vertex per element, one color per generator, with an edge from x to x·s.
(5,6)(7,12)(8,17)(9,19)(10,14)(11,15)(13,18)(16,20)(21,22,26,31,27,32,25,30)(23,28,33,29,24,34,35,36)(1,2)(3,4)(5,7,9,15,10,16,18,8)(6,11,13,12,14,17,19,20)(21,23)(22,28)(24,27)(25,35)(26,33)(29,31)(30,36)(32,34)(2,4)(21,24,27,23)(22,29,32,36)(25,35,26,33)(28,30,34,31)(5,8,18,16,10,15,9,7)(6,12,19,11,14,20,13,17)(21,25,27,26)(22,30,32,31)(23,33,24,35)(28,29,34,36)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.