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