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