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