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