Now you're in each other's face
Spewing venom in your words when you spit them

from Eminem (Ft. Rihanna) – Love the Way You Lie Lyrics on Rap Genius

Meaning

Em uses the metaphor of his rap words as poisonous venom in several songs, notably “Words Are Weapons”. His words then become an actual, physical weapon

Here, he and his girlfriend are yelling hurtful words at each other. They sting emotionally like venom does physically

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