In this study, we assess what contemporary cleavages divide people in Flanders, Belgium. We specifically investigate the existence of new cleavages separating people based on perceptions of political institutions and (direct) democracy. Information on a broad range of policy issues (egalitarianism, migration, environmental protectionism), democratic institutions (populism, democratic participation), and societal perceptions (social unease, conspiracy mentality) from 2251 respondents is analyzed by means of Multiple Correspondence Analysis (MCA), using survey data from 2019. We find evidence for two structuring dimensions. The first axis distinguishes people with a pessimistic and populist outlook on politics and the institutional landscape from those with more optimistic views. The second axis separates people with cultural and economic conservative attitudes from those with progressive attitudes. Interestingly, classical sociological explanations (e.g., education, occupation, and employment status) are primarily associated with axis one, while political voting is primarily linked to axis two. These results provide new insight into the recent success of populism in politics and illustrate (potentially) important sociological changes in the social structuring of political attitudes in contemporary society.