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