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