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