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