Atmospheric circulation changes contribute significantly to climate projection uncertainty, which is compounded by the limited understanding of how upper-tropospheric circulations influence near-surface events like heatwaves. This study develops a methodology to trace the imprint of upper-tropospheric circulations on the lower-tropospheric energy budget, and introduces a classification system enabling statistical summaries of the energetics that respect underlying circulation patterns.