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