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