This working paper examines the puzzle of the gaps between the images that the EU projects, voluntarily and involuntarily, and the perceptions of the EU in Latin America. After reviewing some of the debates related to the role of perceptions in public policy and EU Public Diplomacy (EUPD), the paper analyzes some critical developments in global perceptions of the EU based on the study Update of the 2015 Analysis of the Perception of the EU and EU Policies Abroad (2021 Update Study), which assessed the attitudes of the EU in 13 countries. The third section examines some studies on the attitudes of the EU in Latin America, including some contributions from Latinobarometer. The fourth section offers comparative cases of EU perception in Brazil, Mexico, and Colombia based on the findings of the 2021 Update Study. The analysis of each country relies on the interpretation of surveys with some references to the press analysis and interview methods provided in the 2021 Update Study. Each case discusses specific trends in the following areas: visibility, primary descriptors, global economics, and international leadership. Also, it identifies some patterns in perceptions of the EU in social development, climate change, research/technology, development assistance, culture, the case of the critical juncture in the survey (pandemic), and the EU as a normative setter. The final section offers some general trends in the perceptions of the EU in Latin America.