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