The Negative Prompt in Stable Diffusion is Option 3: "An input that allows the user to tell the model what not to generate." In the context of generative models, negative prompts are inputs that guide the model away from generating certain types of content or specific characteristics. They are used to influence the model's output by providing information on what should be avoided. This can be a useful mechanism for controlling the content generated by the model.