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