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