A strong federal government refers to a centralized authority that holds significant power over the states and has the capacity to implement and enforce laws across the entire nation. This concept is rooted in the framework established by the Constitution, which aimed to balance power between federal and state governments, ensuring a cohesive national policy while still recognizing state sovereignty.