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