Aavesham follows the life of three engineering students in Bangalore who seek out help from a local gangster Ranga to avenge their seniors. Ranga, despite his public persona, hides a past filled with guilt and shame, building a symbolic inner wall to protect himself from vulnerability. The film explores the human desire to be fully loved and truly known, a need deeper than security or superficial comfort.