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