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