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