The first sign had been a slight twitch in his left eye. Then the restless pacing. Now, John was finding it hard to eat. He couldn't settle. The sounds of renovation across the street, the screech of metal, the rumble of machinery, had him wound tighter than a spring.

He kept glancing at the windows, expecting to see something, anything. He began hoarding cans of food in the pantry. He found himself avoiding his neighbours, ashamed of his obvious distress. He felt an intense need to know what was going on over there, but was terrified to actually look.

He decided that if it didn't stop soon, he would leave.

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:
๐Ÿ˜ฐ0.302
๐Ÿ˜ฃ0.282
ะฑัƒะดั‚ะพ0.265
๐Ÿ˜–0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284