The librarian, Mrs. Gable, pointed a trembling finger at the two research papers. They were placed side by side on the desk. Same subject. Same sources. Same conclusion. Our names, however, were on different covers. I felt my stomach lurch, a sudden wave of nausea washing over me.

"But… this… this is impossible," I finally managed, my voice thin and reedy. My gaze flickered to Ethan, sitting across from me, his face a mask of shock. He looked just as thrown as I felt. He was my rival, but also a friend. We had worked at the same library for years. This couldn't be happening.

Ethan just shook his head, speechless. He ran a hand through his hair, his eyes darting back and forth between the two papers. He looked like he was about to fall out of his chair.

Emotion: astonished

Cluster: Surprise / Confusion
PC1 (Valence): -0.84 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion astonished. 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 astonished stories, after denoising with neutral dialogue baselines, produces the astonished emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
que0.448
de0.350
la0.323
l0.307
incred0.266
Suppressed:
own-0.289
cheerfully-0.231
enjoyed-0.224
开心-0.221
ี่ยว-0.219