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