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