My soul... — Literally, my soul cleaved after thee, combining two ideas. (Comp. Jeremiah 42:16.) The English phrase, “hung upon thee” (comp. Prayer-Book version), exactly expresses it.
For “depths,” or “abysses of the earth,” comp. Psalms 139:15; Ephesians 4:9. It means the under world of the dead.