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