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