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