"This building is amazing, doesn't it make you want to work here?" I’d been saying it all week, trying to act normal. But now, seeing David, my "fellow architect," sweeping the lobby, I felt a stab in my chest. He was supposed to be designing it.

My heart pounded against my ribs. I had been so convinced.

My carefully constructed reality began to crumble. The polished marble floor seemed to tilt, and the grand windows suddenly looked like gaping holes. I felt exposed, stripped bare.

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