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