During Weight Training, also called strength training, your peripheral muscles push or pull against some force. This force could be gravity, such as when you lift weights at a health club or when you lift part of your own weight in a push-up.
Over time with repeated activity, muscle fibers get longer and thicker. Subsequently, you are able to work against a greater force (lift heavier weights) for longer periods of time.