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