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