I'm looking for an argument / example in simple linear regression, if you plot the residuals against Y, there appears to be a relationship (undefined, just know the plot is not a random scatter) but if you plot residuals against the predicted value (or X) the plot shows only random scatter.

Any ideas? I keeping thinking it will come to me but im waiting a long time ;-)