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