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)(21,22,27,25)(23,30,33,36)(24,29,26,34)(28,32,35,31)(5,6)(7,13)(8,11)(9,12)(10,15)(14,19)(16,18)(17,20)(21,23)(22,28)(24,31)(25,35)(26,32)(27,33)(29,36)(30,34) involution — undirected(2,4)(5,7,9,15)(6,10,12,13)(8,16,17,14)(11,19,20,18)(21,24,27,26)(22,29,25,34)(23,31,33,32)(28,36,35,30)(5,8,9,17)(6,11,12,20)(7,14,15,16)(10,18,13,19)(21,25,27,22)(23,30,33,36)(24,34,26,29)(28,32,35,31)(6,12)(10,13)(11,20)(18,19)(21,24,27,26)(22,29,25,34)(23,32,33,31)(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.