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