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