The music video for "Show Me the Meaning of Being Lonely" was directed by Stuart Gosling from December 11-12, 1999 in Los Angeles, CA.
The video begins at a hospital, in which Brian Littrell watches doctors try to save a patient, also portrayed by Littrell, alluding to his open heart surgery he had.