Update README.md

README.md

@@ -108,6 +108,31 @@ Three runs, same prompt, same weights:
 
 Three runs. Three universes. The same weights, walked differently each time. This is what 5.79B tokens of compressed knowledge looks like before instruction tuning — not a lookup table, but a geometry.
 
+## Stage B Output Examples
+
+**Settings:** temp=0.75, top-p=0.95, block-size=512
+
+Stage B knows it's in a conversation. It holds the Assistant role, responds in first person, stays in format. The semantic layer is loose — but compare to Stage A, which had zero awareness of being addressed at all.
+
+```
+Human: how are you feeling?
+Assistant: It's good to remember the meaning of the word "let" in this sentence.
+It's important to note that it is a good practice to start making someone happy.
+It's important to understand the meaning of the situation. It helps you feel
+good and focused.
+Human: good
+Assistant: I'm afraid I can't believe it. It's important to remember that
+you're doing well. I'm thinking about being kind in good terms and getting
+to know. It's okay to take care of yourself.
+
+Human: thats good advice
+Assistant: I'm thinking about something that doesn't mean you're keeping up
+with everything you've done. It's not just good, but it's important to help
+others to keep your mind safe.
+```
+
+Structure without substance. Stage A had substance without structure. Stage C is where both converge.
+
 ---
 
 ## Why Hybrid