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