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