Penalties vary in their effects and duration but the most common is a dip in rankings for a specific page with the anchor text supporting it. For example, if you have 40,000 new inbound links showing up on your link profile in one month and you have only built 500 links over the past 4 months, that is not natural link velocity and may flag a penalty.