I have a problem where I need to explain why the $\hat{a}$ and $\hat{b}$ (the estimators of the coefficients) in the standard linear regression are normally distributed when the following scatter plot is given: 
Is it because of any assumptions or do I need to look at the trend (which is linear)? Thank you for providing more understanding around this.