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