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