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