See Molecular Expressions: Introduction to Fluorescence for a description of this process in terms of photon absorption and emission and atomic energy levels (including a related Java simulation). In addition, you'll find an introduction to fluorescent microscopy.
Also, check out this image of many different solids fluorescing.
