Green, Goldman, and Salovey (1993) challenged the view that "positive affec
t" and "negative affect" are largely uncorrelated dimensions. On the basis
of factor analytic studies of happiness and sadness, and of positive and ne
gative emotional activation (PA and NA), they claimed that a "largely bipol
ar structure of affect" (p. 1029) emerges when random and nonrandom error a
re taken into account. A reappraisal of their own findings and confirmatory
analysis of additional data do not support this claim. Happiness and sadne
ss Sonn a largely unidimensional bipolar structure, but PA and NA are relat
ively independent. However exploratory analyses yield a three-level hierarc
hy incorporating in one structure a general bipolar Happiness-Versus-unhapp
iness dimension, the relatively independent PA and NA dimensions at the lev
el below it, and discrete emotions at the base. We emphasize the heuristic
value of a hierarchical perspective.