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