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