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