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