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