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