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