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