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