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