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