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