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