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