Preheat the oven to 350F degrees. Grease and flour a 9x13 inch cake pan.
In a medium bowl sift together the flour, baking powder and salt.
In a large bowl beat together the butter, sugar and lemon zest until fluffy. (About 2-3 minutes).
Add in the vanilla extract and beat in the eggs 1 at a time.
In a liquid measuring cup whisk together the lemon juice and buttermilk.
With the mixer on low speed, beat about ⅓ of the flour mixture into the butter mixture followed by about ⅓ of the milk mixture.
Continue the process of alternating between the flour & milk until just combined, turning off the mixer and scraping down the sides of the bowl as necessary.
Toss the blueberries with the 2 teaspoons of flour, then gently fold into the batter with a spatula.
Pour the batter into the prepared pan. Bake for 25-30 minutes, or until an inserted toothpick comes out clean.