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