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