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