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