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