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