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