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