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