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