WordNet sense 1 (burdened psychologically or mentally):

laden

WordNet sense 2 (heavily burdened with work or cares):

loaded down, weighed down

WordNet sense 3 (bearing a physically heavy weight or load):

heavy-laden

WordNet sense 4 (loaded to excess or impeded by a heavy load):

encumbered