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