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