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