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