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