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