The email was curt, from the apartment manager: “Noise complaints. Loud late-night conversations. Please adjust your volume.” David slumped in his chair, feeling a sinking sensation in his gut.

He knew who it was. The elderly couple next door. They always seemed to be watching him, even when he couldn’t see them. He imagined them, listening through the walls, their faces pinched with disapproval.

He stood and walked towards the volume control of his TV, the click of the remote echoing in the sudden silence. He went to bed early that night.

Emotion: unnerved

Cluster: Fear / Anxiety
PC1 (Valence): -2.36 Negative
PC2 (Disposition): -0.55

Role in Research

This story is one of 1,000 stories generated for the emotion unnerved. 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 unnerved stories, after denoising with neutral dialogue baselines, produces the unnerved emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unnerved vector is projected through the unembedding matrix.

Promoted:
😰0.302
😣0.282
будто0.265
😖0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284