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