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