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