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