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