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