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