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