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