Based on prior knowledge, the relationship between gender and an individual's annual income can vary. However, it is worth exploring this relationship to determine if there are any notable patterns.

To conduct the analysis, we will examine the distribution of gender for individuals earning more than $50,000 per year and those earning less than or equal to $50,000 per year.

Here is the dictionary that represents the analysis of the given feature:

```json
{
	"no": ["Female"],
	"yes": ["Male"]
}
```

This analysis suggests that among those earning less than or equal to $50,000 per year, the gender "Female" is present. Conversely, among those earning more than $50,000 per year, the gender "Male" is present. Please note that this analysis is specific to the feature "gender" and cannot be generalized without considering other features.