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