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