The heat rose suddenly as he climbed the attic stairs. A wave of dizziness washed over him, making him sway. He really did not like this.

He noticed a forgotten box in the shadows. He bent down, the effort costing him. Inside, was a collection of photographs. He sifted through them, each one seeming to darken his mood.

Pictures of a family he'd never met, laughing, smiling. Their faces were so full of life, so carefree. It all felt like a mockery now. He closed the box, and just stood there, his shoulders slumped.

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