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