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