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