Adding exponents in algebra?

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When simplifying an equation such as $x^4 + x^4$, I know the answer is $2x^4$, but what I don't understand is why don't you add the exponents along with the $x$? $x^4$ is $x \cdot x \cdot x \cdot x$, right? So why can't you simplify/add them, and have the answer be $2x^8$?

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For example, $2^{4} + 2^{4}$ would not equal $2(2)^{8}$.