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