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