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