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