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