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