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