Based on my prior knowledge, the marital status of an individual can potentially have an impact on their income. Here is a analysis of the relationship between the marital-status feature and the task of earning more than 50000 dollars per year:

- Never-married: Individuals who are never-married are less likely to earn more than 50000 dollars per year. The lack of responsibilities and potential entry-level positions may contribute to a lower income.
- Married-civ-spouse: Individuals who are married to a civilian spouse are more likely to earn more than 50000 dollars per year. Dual incomes and the potential for higher-paying jobs often result in a higher household income.
- Widowed: Widowed individuals may have varying income levels depending on their personal circumstances and job prospects. It is hard to predict whether they will earn more than 50000 dollars per year based solely on their marital status.
- Divorced: Individuals who are divorced may have a wide range of income levels. It is difficult to determine a definite relationship between this marital status and earning more than 50000 dollars per year.
- Separated: Similar to divorced individuals, those who are separated may have varying income levels, making it challenging to establish a direct relationship between this marital status and high income.
- Married-spouse-absent: Individuals who are married but have an absent spouse may have financial difficulties, potentially resulting in a lower likelihood of earning more than 50000 dollars per year.
- Married-AF-spouse: Individuals who are married to a spouse serving in the Armed Forces might have better financial stability, making it more likely for them to earn more than 50000 dollars per year.

Based on this analysis, here is the generated dictionary:

```json
{
	"no": ["Never-married"],
	"yes": ["Married-civ-spouse", "Married-AF-spouse"]
}
```
Please note that for the target class "no," I have only included the "Never-married" category because the other categories are harder to predict. For the target class "yes," I have included "Married-civ-spouse" and "Married-AF-spouse" as these categories are more likely to be associated with earning more than 50000 dollars per year.