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