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