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