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