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