Abstract: Classes of Gaussian location-mixture densities of a fixed component variance are nested and decreasing. As a consequence, any density belonging to such a class (which can be shown to be quite rich) may be reexpressed as a mixture density with a smaller component variance. Whether or not it is possible to reexpress a density using a larger component variance is a question which currently does not have a satisfactory answer.