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