The small, beige envelope felt heavy in her hand, as if it contained a physical weight. Carol stared at the name on the front: "James Harrison." Her husband. The account balance, printed boldly on the statement, caused her vision to blur for a moment. She felt a profound sense of being adrift, lost at sea.

She thought of the countless times they'd discussed their finances, their shared anxieties about money. All those discussions, now revealed as lies. The living room, normally a haven, now felt like a prison. The silence in the house, previously comfortable, now screamed.

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