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