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