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