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