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