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