The dog's barking was a persistent mosquito buzzing in Leo’s brain. Every time he stepped out to his patio to enjoy his coffee, there it was, the relentless sound of Buster, once again, loose. He glared, the dark circles under his eyes deepening.

He slammed the patio door shut and retreated inside, feeling the familiar tightening in his chest. He hated this intrusion of his quiet life. He had built up walls around him, and he didn't like them being challenged. He needed to find a way to maintain this sense of safety.

He started pacing, his hands nervously rubbing his arms. The dog's presence had become a constant irritant, a reminder of the outside world, a world he was trying to shut out. His hands clenched.

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