The demolition notice was attached to the front door, a stark white square pasted over the peeling paint. I stared at it, my mouth open. My legs felt like lead. The words blurred before my eyes.

It was almost comical, the audacity of it. After all this time. The house, once a sanctuary, now marked for destruction.

I leaned against the door, my body trembling. I had so many memories there, etched into the walls, the floors, the very air. I ran my hand over the weathered wood, as if trying to physically hold onto something.

My eyes burned.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219