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)(17,18,23,21,22,25,20,26)(19,27,29,32,28,24,31,30)(2,5)(3,7)(17,19)(18,24)(20,31)(21,30)(22,28)(23,29)(25,27)(26,32) involution — undirected(2,5)(6,8)(9,11,13,12)(10,14,15,16)(18,25)(19,28)(21,26)(29,31)(1,3,4,7)(2,6,5,8)(9,12,13,11)(10,14,15,16)(17,20,22,23)(18,26,25,21)(19,29,28,31)(24,30,27,32)(2,5)(6,8)(17,21,23,25,22,26,20,18)(19,30,29,27,28,32,31,24)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.