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