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