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