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