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