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