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