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