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