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