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