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