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