Place the tea bags and 4 cups of boiling water in a 2-quart pitcher and let brew for 5-7 minutes.
Add sugar to pitcher and stir until sugar is completely dissolved.
Stir in almond extract, vanilla extract, and lemon juice.
Add the ice cubes and stir until melted.
Refrigerate until chilled. Serve over ice with a lemon wedge.