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