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