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