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