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