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