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