Based on prior knowledge, it is important to note that the analysis of race as a feature in determining whether a person earns more than $50,000 per year should be done with caution. Race alone should not be used as a determinant of income level, as it can lead to biases and unfair generalizations. However, we can analyze the relationship between race and income based on available data.

To create the dictionary, I will review the relationship between the "race" feature and the target variable "Does this person earn more than $50,000 per year?" For each target class (yes and no), I will identify the possible values of the race feature that are associated with that class.

Based on the analysis, the dictionary will be as follows:

```json
{
	"no": ["Black", "Asian-Pac-Islander", "Other", "Amer-Indian-Eskimo"],  
	"yes": ["White"]  
}
```

The values "Black", "Asian-Pac-Islander", "Other", and "Amer-Indian-Eskimo" are associated with the "no" class, indicating that individuals from these races are less likely to earn more than $50,000 per year. The value "White" is associated with the "yes" class, indicating that individuals from this race are more likely to earn more than $50,000 per year.

Please note that this analysis is based on the assumption that the race feature has a relationship with income. However, as mentioned earlier, race should not be used as the sole determinant of income as it can perpetuate biases and unfair generalizations.