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) involution — undirected(6,9)(7,11)(13,14,18,22)(15,23,25,37)(16,28,30,42)(17,31,24,21)(19,32,33,27)(20,35,36,29)(26,40,39,34)(38,43,44,41)(1,2,3,4)(13,15,24,32,18,25,17,27)(14,19,31,37,22,33,21,23)(16,26,35,43,30,39,29,41)(20,34,42,44,36,40,28,38)(6,9)(10,12)(15,25)(19,33)(23,37)(26,39)(27,32)(34,40)(38,44)(41,43) involution — undirected(5,7,8,11)(6,10,9,12)(13,16,24,35,18,30,17,29)(14,20,31,42,22,36,21,28)(15,26,32,43,25,39,27,41)(19,34,37,44,33,40,23,38)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.