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