A quenching gas such as a halogen is used in a GM tube to damp or quench the electron cascade. Recall that the electron avalanche is initiated by incident radiation that the tube was designed to detect. At some point that electron avalanche needs to be damped to "reset" the tube so it can react to another incident. Quenching gas does this.