In my case, the difference appeared when I used a tool that lets you define personality traits directly instead of relying on presets. It changes the whole feel of the interaction because the character starts with a clear direction. I tried setting tone and style myself and it felt more natural. You can explore it here https://goloveai.com/create, since it’s built around creating a unique AI character rather than adjusting something generic.