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