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