The pursuit of happiness has been an important component of philosophical thought for a long time. Traditionally, happiness could be viewed as the result of rational thinking and personal project management. We review the literature in cognitive biology and psychology revealing why happiness could complementarily be conceived as an emerging feeling, anchored in daily emotions and moods. Finally, we propose a framework in which happiness builds on distributed and dynamic bodily processes with which abstract thought interacts. Data coming from complexity science, neuroscience, psychopathology, and cognitive behavioral therapies are gathered in this chapter in order to account for the coordination between “bottom-up” and “top-down” happiness geneses.