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)(21,22)(23,24)(25,33)(26,27)(28,30)(29,36)(31,35)(32,34)(5,7,9,12)(6,8,10,11)(14,18)(19,20)(22,27)(23,30)(29,33)(31,34)(7,12)(8,11)(13,14,17,18)(15,19,16,20)(21,23)(22,28)(24,27)(25,34)(26,30)(29,32)(31,36)(33,35)(1,2)(3,4)(5,6)(7,11)(8,12)(9,10)(13,15,17,16)(14,19,18,20)(21,24,26,28)(22,23,27,30)(25,35,36,32)(29,34,33,31)(5,8,9,11)(6,7,10,12)(13,16,17,15)(14,20,18,19)(21,25)(22,29)(23,31)(24,32)(26,36)(27,33)(28,35)(30,34)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.