Observations show that warmer-than-average summertime temperatures in the Western US are often preceded by drier-than-average spring soils in the Southwest US. We perform experiments within a global climate model and demonstrate that early spring soil moisture deficits in the Southwest US cause anomalously warm summers throughout the Western US through their effect on the large-scale atmospheric circulation.