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