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