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