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