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