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