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