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