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