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