According to the
Pacific Coast Architecture Database, 120 East 4th Street is the 1903 County of Los Angeles Distributing Station #12 designed by John Parkinson.
Some of the windows have been boarded over, but otherwise it looks intact. The delivery truck would've been parked in roughly the same spot as the gray Lexus.
GSV