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