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