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