>because those are the only cars to purchase and the only group that can afford those cars are those who are affluent

What is the basis for you to assume this and not, for example, the fact that people simply spend a bigger percentage of their earnings on cars now?

You can definitely buy the base model Civic that you see online. It was only during COVID that you couldn't due to inventory shortages.