The letter was stiff and formal, the accusations precise and detailed. "Late night gatherings," "loud laughter," "excessive foot traffic." He read it three times, each reading deepening the disquiet that settled in his stomach. He was alone; he lived *alone*.

He felt a sudden need to check every window, every lock. The house seemed to shrink around him, the familiar comforts transformed into potential threats. He ran his hand through his hair, a nervous gesture he hadn't used in years.

He felt the hairs on the back of his neck prickle. He was utterly, completely bewildered. The accusations made absolutely no sense.

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