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