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