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