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