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