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