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