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)(13,14)(15,19)(16,17)(18,20)(21,22,26,29)(23,27,24,31)(25,33,34,28)(30,36,32,35)(5,6)(7,11)(8,9)(10,12)(14,16)(18,19)(21,23,26,24)(22,27,29,31)(25,32,34,30)(28,36,33,35)(6,9)(7,12)(13,15,17,20)(14,18,16,19)(21,24,26,23)(22,27,29,31)(25,32,34,30)(28,35,33,36)(1,2)(3,4)(5,6)(7,11)(8,9)(10,12)(13,15)(14,18)(16,19)(17,20)(21,22)(23,27)(24,31)(25,28)(26,29)(30,35)(32,36)(33,34) involution — undirected(5,7)(6,10)(8,12)(9,11)(13,16,17,14)(15,18,20,19)(21,25,26,34)(22,28,29,33)(23,30,24,32)(27,35,31,36)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.