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