One vertex per element, one color per generator, with an edge from x to x·s.
(1,2,6,7)(3,4,9,8)(5,10,13,14)(11,12,16,15)(33,34,40,39)(35,44,38,41)(36,43,37,42)(45,47,46,48)(2,7)(3,9)(10,14)(11,16)(17,18)(19,25)(20,24)(21,22)(23,27)(26,31)(28,29)(30,32)(33,35,40,38)(34,41,39,44)(36,46,37,45)(42,48,43,47)(5,13)(10,14)(11,16)(12,15)(18,22)(23,25)(24,29)(30,31)(33,36,40,37)(34,42,39,43)(35,45,38,46)(41,47,44,48)(1,3,6,9)(2,8,7,4)(5,11,13,16)(10,15,14,12)(17,19,21,27)(18,23,22,25)(20,26,28,32)(24,30,29,31)(33,37,40,36)(34,43,39,42)(35,46,38,45)(41,48,44,47)(1,4,6,8)(2,9,7,3)(5,12,13,15)(10,16,14,11)(17,20,21,28)(18,24,22,29)(19,26,27,32)(23,30,25,31)(33,38,40,35)(34,44,39,41)(36,46,37,45)(42,48,43,47)(1,5,6,13)(2,10,7,14)(3,11,9,16)(4,12,8,15)(17,18)(19,23)(20,24)(21,22)(25,27)(26,30)(28,29)(31,32)(33,39,40,34)(35,44,38,41)(36,43,37,42)(45,48,46,47)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.