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