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