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