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