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