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