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