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