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