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