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