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