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