Those leave don't look they are doing much at this point but the plant needs leaves for photosynthesis which is what causes them to grow. Defoliation is a common tool, especially indoors to improve light penetration and air flow, but can be overdone especially if you assume that more rather than less energy is converted after removing foliage.