After analyzing the relationship between the feature "education" and the task of determining whether a person earns more than $50,000 per year, here is the generated dictionary:

```json
{
	"no": ["11th", "HS-grad", "10th", "7th-8th", "9th", "12th", "1st-4th", "Preschool"],
	"yes": ["Assoc-acdm", "Some-college", "Prof-school", "Bachelors", "Masters", "Doctorate", "5th-6th", "Assoc-voc"]
}
```

According to the analysis, individuals with higher levels of education, such as "Assoc-acdm", "Some-college", "Prof-school", "Bachelors", "Masters", and "Doctorate", are more likely to earn more than $50,000 per year. On the other hand, individuals with lower levels of education, such as "11th", "HS-grad", "10th", "7th-8th", "9th", "12th", "1st-4th", and "Preschool", are less likely to earn more than $50,000 per year.