The email arrived at precisely 9:00 AM. A request. A suggestion. A… demand? He wasn't sure. His neighbor, Emily, wanted to talk about removing the birch tree that straddled their property line.

He reread the message several times, each reading making his pulse quicken. He knew what she was going to say. The tree was messy. The tree dropped leaves. He hated trees.

His hands began to sweat. He stared at the blank screen, then abruptly closed his laptop. He needed air. He walked to the window and looked out at the offending tree, its leaves rustling in the breeze. The movement, normally calming, now set his teeth on edge.

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