John felt his pulse quicken as he saw the familiar form bounding across his lawn. He gripped the watering can so tightly his knuckles turned white. It was getting harder to breathe, a tight band around his chest. He was starting to resent the dog and, by extension, the neighbors.

He wanted to scream, to lash out, to do anything to get rid of this feeling of being constantly on edge. He stood perfectly still, his body rigid, barely breathing. This feeling of being cornered, of not being in control, was driving him crazy.

He turned and slowly walked back towards the house, the dog’s happy yips echoing in his ears. He needed to find a way to shut this out, to protect himself.

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