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