Sure, call it "my own bias" if you want. It's called coding. Characters can be coded poor, by giving them accents conventional of poor people, situating them in houses common of poor people, dressing them in ways that stand out as stereotypically poor, etc. And like I said, it might not even be intentional. But coding can happen even unintentionally.