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