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