The reading was over. My brother, John, was already making plans. He was getting the factory, a business his father had built from the ground up. I was always the dreamer, the one with her head in the clouds.

When my name was announced, I almost didn't believe it. My inheritance was an old library. Not just the books, but the building itself, and the stories within. My heart was pounding, I could feel it in my throat.

I walked to the place, the place that was now mine, and ran my hand along the books. The sheer scale, the promise, the knowledge. It was too much. I laughed.

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