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