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