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