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