This dissertation addresses several questions in financial economics. A common thread is the study of conditional distributions and higher moments. The first chapter proposes state-dependent, idiosyncratic tail risk as a key driver of asset pricing dynamics. In standard models, the only sources of priced macroeconomic risk govern time- variation in aggregate consumption and/or preferences. When markets are incomplete, agents care not just about the level of consumption, but also its redistribution across agents. Administrative earnings data suggest that the conditional tails of the cross-sectional distribution of labor income growth rates are highly cyclical; its left and right tails become fatter and thinner, respectively, in recessions. T...