He stood motionless in the middle of his living room, the terse email from the HOA still open on his laptop. The subject line, “Excessive Noise,” seemed to vibrate with a sinister energy. He’d meticulously soundproofed the room years ago, a sanctuary from the bustling city. Now, it felt like an accusation.

He sank into his armchair, the leather cold against his skin. His mind raced, replaying every sound he’d made in the past week, every footstep, every cough. The silence of the room was oppressive, amplifying the frantic thumping in his chest.

He felt a sudden and urgent need to prove his innocence.

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