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)(11,14)(12,15)(13,16)(17,18,22,26)(19,27,25,21)(20,31,23,24)(28,30,32,29)(9,11,14,10)(12,15,13,16)(17,18)(19,28)(20,24)(21,30)(22,26)(23,31)(25,32)(27,29)(2,5)(6,8)(9,12,14,13)(10,15,11,16)(17,19,22,25)(18,21,26,27)(20,30,23,29)(24,32,31,28)(1,3,4,7)(2,6,5,8)(9,13,14,12)(10,15,11,16)(17,20,22,23)(18,24,26,31)(19,29,25,30)(21,28,27,32)(17,21,22,27)(18,25,26,19)(20,28,23,32)(24,30,31,29)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.