If you've had too much caffeine or drank caffeine on an empty stomach, you may have experienced feeling jittery, anxious and/or restless. “For many, caffeine helps us feel alert,” Brown says. “Because it's a stimulant, it can increase heart rate and blood pressure, which impacts someone's overall health.”