Absolutely. Pepper plants are very sensitive to excess moisture. Avoid getting water directly on the leaves, which can cause rot. Your pepper plant needs to be watered regularly, but it should never sit in soggy or waterlogged soil. Symptoms of overwatering include wilted leaves and black spots on the leaves and stems.