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