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