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