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)(15,25,28,20,27,35,29,36)(16,30,31,38,33,37,32,21)(26,34,41,43,40,44,42,39)(1,2,3,4)(6,9)(10,12)(13,15,18,29,19,27,17,28)(14,20,22,35,24,36,23,25)(16,26,32,42,33,40,31,41)(21,34,30,43,38,44,37,39)(2,4)(5,7,8,11)(6,10,9,12)(13,16,17,31,19,33,18,32)(14,21,23,37,24,38,22,30)(15,26,28,41,27,40,29,42)(20,34,25,39,36,44,35,43)(6,9)(10,12)(14,22,24,23)(15,27)(20,25,36,35)(21,30,38,37)(26,40)(28,29)(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.