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