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