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