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