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