One vertex per element, one color per generator, with an edge from x to x·s.
(2,3)(6,8)(10,13)(11,15) involution — undirected(1,2,4,3)(9,10)(11,14)(12,13)(15,16)(18,21)(22,24)(9,10)(11,14)(12,13)(15,16)(17,18)(19,22)(20,21)(23,24) involution — undirected(5,6)(7,8)(9,10)(11,14)(12,13)(15,16) involution — undirected(1,3,4,2)(9,11,12,15)(10,14,13,16)(17,19,20,23)(18,22,21,24)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.