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