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