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