Callouses form under the repetition of behaviors that wear or tear at the skin, like walking barefoot regularly, or practicing on a stringed instrument with your fingers.
This one was caused by the lip on 2-liter bottles of Diet Coke, which I hold by the neck in my left hand as I pour into the cup steadied by my right.
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It's possible that I drink too much soda.