For example, during withdrawal, the brain restarts the production of neurotransmitter chemicals that cause us feelings of stress and anxiety. While alcohol dampens the production of these neurotransmitters, they are present and active when sober. The release of these chemicals, in addition to other physical and chemical changes in the absence of alcohol, can lead an individual going through withdrawal to become more angry, depressed, frustrated, or tired than previously.