Lone pair electrons are valence electrons that are not shared with other atoms and are not involved in bonding, playing a critical role in determining the shape and reactivity of molecules. These non-bonding pairs can influence molecular geometry through electron pair repulsion and can participate in chemical reactions as nucleophiles or by forming coordinate bonds.