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