One vertex per element, one color per generator, with an edge from x to x·s.
(1,2,6,5)(3,8,4,7)(9,10,14,15)(11,12,13,16)(19,23)(21,24)(25,26,28,30)(27,29,31,32)(1,3,6,4)(2,7,5,8)(10,15)(11,13)(27,31)(29,32)(3,4)(7,8)(9,11,14,13)(10,16,15,12)(17,18,20,22)(19,21,23,24)(25,27)(26,29)(28,31)(30,32)(1,4,6,3)(2,7,5,8)(9,12,14,16)(10,11,15,13)(17,19)(18,21)(20,23)(22,24)(25,26)(27,29)(28,30)(31,32)(1,5,6,2)(3,7,4,8)(9,13,14,11)(10,16,15,12)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.