The world narrowed, the noise and bustle of the yard sale fading into a distant murmur. I couldn’t look away. There, amongst the chipped porcelain dolls and dusty board games, was the bear. My childhood companion, Bartholomew.

My vision blurred. It felt as though a steel band was tightening around my chest, squeezing the air from my lungs. The ground seemed to shift beneath my feet, threatening to topple me. It was like I was back in the past, a child again, clutching him tight.

I forced myself to move, my legs stiff and unsteady. I approached the table, my hand trembling as I reached out towards the familiar, threadbare fur. I had to know. I had to have him.

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