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