In a one-sample $t$-test, the null hypothesis assumes that the true population mean ($\mu$) is exactly equal to the hypothetical comparison mean ($\mu_0$), written as $\mu = \mu_0$. The alternative hypothesis states that the population mean differs from the hypothetical mean, denoted as $\mu eq \mu_0$.