I study the effect of female empowerment in media on female labor market outcomes using Latin American telenovelas. Using generative AI, I construct a Female Empowerment Index (FEI) for these TV shows from 1960 to 2024. I show that FEI exposure during the impressionable years increases the likelihood of labor force participation among Latin American women. To identify the causal effect of FEI exposure, I implement an instrumental variables strategy using detailed data on television signal coverage in Mexico. The causal estimates confirm the positive effect of FEI exposure, with an effect size comparable to previous studies. Furthermore, FEI changes account for a significant fraction of the aggregate increase in female labor force participation observed over this period. Moreover, both the emotional framing of narratives and the types of jobs depicted play an important role in shaping the effects.