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