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