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