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