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