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