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