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