Meaning of taking the red eye?

A red-eye flight is any flight operated by an airline departing late at night. The term red-eye derives from the fatigue symptom of having red eyes, which can be caused or aggravated by overnight travel. A common red eye flight is from Los Angeles (west coast) to New York (east coast).