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