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