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