Ice cream contains protein, which is made up of amino acids. The amino acids you get when you eat ice cream can affect your moods. Ice creams that are rich in protein increase the odds of boosting tyrosine levels in your brain. Tyrosine is a neurotransmitter that raises your dopamine and norepinephrine levels, according to the Franklin Institute. The result is more alertness and energy.