The world went silent. I felt the blood drain from my face. There, amidst the detritus of someone else's life, sat my dearest friend, Benjamin. He was smaller than I remembered, his fur matted and worn. The blue felt of his waistcoat was faded, his stitched smile a little crooked. I hadn't seen him in years, not since... well, that didn’t matter.

My legs felt like jelly. I took a stumbling step forward, nearly tripping over a box of mismatched kitchen utensils. The woman running the sale saw my expression and paused, a curious look on her face.

I forced myself to speak. “How much is… the bear?” The words felt thick and foreign on my tongue.

Emotion: shocked

Cluster: Surprise / Confusion
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.65

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
будто0.298
😰0.268
sickening0.266
не0.266
que0.257
Suppressed:
enthusi-0.283
开心-0.269
ولة-0.262
ارك-0.257
উৎসাহিত-0.255