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