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