The campus fountain splashed, sending droplets onto Marco's face. He’d been sitting there, trying to concentrate on his research, when the email popped up. His mentor, Dr. Silva, was leaving for a position at a private institution. He was rendered speechless. The announcement felt like a physical blow.

He reread the email. The formal language, the professional tone, the devastating content. He felt suddenly lightheaded. He looked at the water. It rippled, distorting the familiar view. He saw the buildings, the people, everything, at an unusual angle.

He stood up so fast, the chair toppled over behind him, forgotten. He felt a sudden urge to run, to escape. He started walking quickly, not towards anything in particular.

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