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