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