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