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