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