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