Yes, propranolol can make you feel fatigued (tired or sleepy) and lethargic (having a lack of energy). Other central nervous system side effects that may resemble drowsiness include lightheadedness and weakness. Fatigue and lethargy may be associated with increasing doses of the immediate-release product.