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