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