The waiter, smiling, placed two plates of pasta in front of us. Across the table, Alex smiled back. Then, the door opened, and a woman I knew quite well – his sister – walked in, accompanied by a man I didn’t know. The man was holding hands with Alex’s sister. Alex’s face paled. The world began to close in around me, the restaurant’s lively atmosphere instantly becoming suffocating. My hands went numb. I didn't know whether to scream or to run. I just stared, frozen in place, at the tableau before me.

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