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