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