The construction work. It was a necessary evil, the new building going up next door. But the angry email from his wife, complaining that he was making too much noise when trying to concentrate on his work, felt like a judgment. "It's disruptive!" The email said.

He felt the tension in his shoulders tighten. He walked to the window, surveying the building site. The hammering, the sawing, the constant drone of machinery, which he had once barely registered, now grated on his ears.

He went back inside, trying to focus. It felt impossible. Every creak of the old house, every gust of wind, seemed to intensify, mocking his efforts.

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