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