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)(14,17)(15,19)(21,22,26,24)(23,28,31,27)(25,29,34,32)(30,36,33,35)(5,7)(6,10)(8,11)(9,12)(13,14)(15,18)(16,17)(19,20)(21,23,26,31)(22,27,24,28)(25,30,34,33)(29,35,32,36)(6,8)(10,11)(13,14,16,17)(15,18,19,20)(21,24,26,22)(23,27,31,28)(25,29,34,32)(30,36,33,35)(1,2)(3,4)(5,7)(6,11)(8,10)(9,12)(13,15,16,19)(14,18,17,20)(21,23)(22,28)(24,27)(25,33)(26,31)(29,35)(30,34)(32,36)(5,8,9,6)(7,11,12,10)(13,14)(15,20)(16,17)(18,19)(21,25,26,34)(22,29,24,32)(23,30,31,33)(27,35,28,36)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.