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