Purring is a common way guinea pigs communicate various emotions. A deep, relaxed purr might mean your guinea pig is content and enjoying your presence. On the other hand, a higher-pitched, shorter purr could indicate nervousness or caution. Pay attention to the context and other body language cues to better understand your guinea pig's purring.