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