An early version of Say It Ahead had a basic problem. A user could listen carefully, ask good questions, and offer a reasonable plan, but the AI character might still sound just as upset as it did at the start. That made the practice feel arbitrary. The user could not tell whether anything they said had changed the conversation. The character had a strong opening mood, but no clear reason to move away from it. The fix was not a list of magic calming phrases. It was a simple model of how a ...