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