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