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