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