Is this a good inference based on the following information?

"Ain't I a woman?"
The speaker is probably female and she is probably upset about something related to being a woman.

I would probably have made an inference based on the usage of ain't.

I did make an inference based on "ain't." It suggests an angry tone, which I already conveyed in the example I gave. I thought that my inference made sense. Does anyone have suggestions for a better inference? This is the original question:

Is this a good inference based on the following quote?
"Ain't I a woman?"
The speaker is probably female and she is upset about something related to being a woman?

That's one inference, but to really tell, you'd have to HEAR her say it. It could mean many things, including what you inferred. It could also be said in a joking way, in a proud way, etc. Tone of voice would tell for sure.

=)

Based on the statement "Ain't I a woman?" as the only information provided, it is reasonable to infer that the speaker is likely female. The use of the term "woman" suggests that the speaker identifies as female. However, it would be a hasty assumption to conclude that the speaker is upset based solely on this statement. To make a more accurate inference about her emotions, it would be necessary to consider the context in which she made this statement or gather additional information.