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