So the matrix given is...

...and I've established the eigenvectors are and with corresponding eigenvalues and . I'm then asked to show...

...and I just can't seem to get it, the method I was taught seems to suggest I need to replace the with the eignevalues and eigenvectors multiplied togeter and then added together, but I still can't quite seem to get that expression.