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