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