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