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