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