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