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