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