Even without a translation, dark-skinned girl is clearly dangerous.
And is she still calling sempai "onii-san"?
That's the general idea of it yeah, Dark-skinned girl is just blurting out "Senpai, you're definitely in love with onii-san aren't you!" She calls Douki-chan as senpai, just to be clear.