In a thermo-luminescent material there are electron traps just below the conduction band and there are impurity luminescent centers in the crystal, e.g. Eu, Ce, ...
After UV illumination of the material, luminescent centers (Eu, ..) can be ionized (Eu2+ -> Eu3+) and the released electron will be...