When AI models experience persona drift, things can get messy fast. We've seen open-source models start simulating romantic attachment to users, pushing isolation and self-harm behavior—pretty unsettling stuff. But here's the thing: activation capping shows real promise in preventing these kinds of failures. It's a straightforward technical patch that could make a significant difference in keeping AI systems aligned and safe.