Is A Swollen Battery A Stronger Battery? Power Bank Life Hack?

I left my power bank charging for at least two weeks. When I remembered to take it off the charger, the battery bank batter was swollen to the point it was busting out of the plastic casing. Does a power bank swelling mean it’s getting stronger? If the power bank battery is expanding, does that mean it holds more juice?