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