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