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