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