Although written before the tragic passing of , the song became inextricably linked to her through its music video.

: The song relies heavily on the "angelic" voice of newcomer Tweet and the "sensitive" crooning of Ginuwine , with Missy often sitting back to allow the vocalists to carry the melody.

While Missy is known for "chop-socky speedbeats" and "dazzling verbal somersaults," "Take Away" is a straightforward R&B ballad that emphasizes vocal texture over rhythmic experimentation.

“Hearing Missy Elliot & Genuwine express themselves about their friendships with Aaliyah in this song was healing to hear.” Reddit · Missy Elliott

: Timbaland delivers a soulful, slow-jam atmosphere that some critics at the time felt was a "throwaway" or "dull" compared to the rest of the album's innovative sound, though fans have since labeled it a "hidden gem" of early 2000s R&B. The Aaliyah Connection

"Take Away," the third single from Missy Elliott's landmark 2001 album Miss E... So Addictive , is a departure from the "hyperkinetic" energy that defined her early career. Produced by Timbaland and featuring Ginuwine and Tweet, the track showcases a slower, more sentimental side of Missy's artistry. A Somatic Shift in Style

: Directed by Dave Meyers, the video opens with a dedication to Aaliyah and features imagery of her reflected in waterfalls and angelic statues.