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