A Night on the Town features Hornsby's last significant hit single, "Across the River", which spent one week at the top of the Billboard Album Rock Tracks chart and peaked at number 18 on the Billboard Hot 100. Bruce Hornsby chose Laurelle Brooks as the female lead in the music video for "Across the River".
"Across the River," a song from A Night on the Town, was Bruce Hornsby's last significant hit single, peaking at number 18 on Billboard Hot 100 and reaching the top of Album Rock Tracks. For this track, Hornsby chose Laurelle Brooks to be the female lead in the music video.