It's Such a Beautiful Day follows Bill, a seemingly ordinary, stick-figure man whose mundane routine is slowly disrupted by a mysterious, degenerative brain illness. As his condition worsens, Bill suffers from severe memory loss, surreal hallucinations, and a fractured perception of time and space.