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