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