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