I'm looking at you yeah girl, you're kinda tooken back by
The whole rapper thing aren't ya

from Eminem – Same Song & Dance Lyrics on Rap Genius

Meaning

The girl is taken back since she is in the presence of famous superstar rapper Eminem.
She also could be taken back because of Eminems past of violent lyrics aimed at women.

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