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