The news arrived in a late-night phone call. A friend had seen the article and called, congratulating him. His hands trembled as he opened the email on his phone. There it was. He felt a tingling sensation in his scalp. He felt a surge of energy, like he could run a marathon. He laughed, a short, sharp burst of sound, and paced the confines of his small apartment. The article… his words… in a respected publication. The fact that the credit was elsewhere barely registered. It was a victory, a monumental one, and he felt a joy so potent it almost brought him to his knees.

Emotion: amazed

Cluster: Surprise / Confusion
PC1 (Valence): 0.74 Positive
PC2 (Disposition): -0.51

Role in Research

This story is one of 1,000 stories generated for the emotion amazed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 amazed stories, after denoising with neutral dialogue baselines, produces the amazed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the amazed vector is projected through the unembedding matrix.

Promoted:
🤩0.301
de0.289
L0.284
😳0.251
அதிசய0.236
Suppressed:
ing-0.332
l-0.253
😞-0.240
unsuccessful-0.237
unsuccessfully-0.233