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