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