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