One vertex per element, one color per generator, with an edge from x to x·s.
(4,11)(6,13)(7,12)(9,15)(19,25)(20,27)(22,29)(24,31)(26,28)(30,32)(33,34,39,44)(35,45,48,58)(36,41,50,56)(37,43,38,42)(40,52,54,47)(46,59,62,63)(49,57,51,55)(53,60,64,61)(1,2)(3,6)(4,12)(5,8)(7,11)(9,16)(10,13)(14,15)(17,18)(19,22)(20,24)(21,23)(25,29)(26,30)(27,31)(28,32)(33,35,39,48)(34,40,44,54)(36,46,50,62)(37,47,38,52)(41,53,56,64)(42,45,43,58)(49,60,51,61)(55,63,57,59)(1,3,5,10)(2,6,8,13)(4,9,11,15)(7,14,12,16)(17,19,21,26)(18,22,23,30)(20,28,27,25)(24,32,31,29)(33,36)(34,41)(35,46)(37,51)(38,49)(39,50)(40,53)(42,57)(43,55)(44,56)(45,59)(47,61)(48,62)(52,60)(54,64)(58,63)(1,4,5,11)(2,7,8,12)(3,9,10,15)(6,14,13,16)(18,23)(22,30)(24,31)(29,32)(33,37,39,38)(34,42,44,43)(35,47,48,52)(36,49,50,51)(40,45,54,58)(41,55,56,57)(46,60,62,61)(53,63,64,59)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.