Watching your stock notch double-digit gains from your purchase price is sweet. But feelings can sour fast if you let gains evaporate or even cycle into a loss. That’s why learning to take at least some profits when a stock rises 20% to 25% from your purchase price is a prudent stock selling strategy. Why 20%? Or 25%? Most stocks tend to pause in order to digest such large gains.