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