"No, no, no," she muttered under her breath, pacing the length of her living room. The words, "taking down the birch," echoed in her mind, a relentless drumbeat. Her neighbor, a man named Davies, was a meticulous man, always tidying, always improving. Now, he wanted to “improve” the shared border.

The thought of the graceful white bark disappearing, the dappled sunlight replaced by harsh exposure, made her shiver. Her hands flew up to her face, as if to ward off a blow. The room seemed to shrink, the air thick with an unspoken threat.

She remembered Davies’s pointed remarks about the leaves, the perceived mess. Now, she understood: it was about control, about reshaping the world to his liking. This made her head swim, it was a feeling like something precious was about to be stolen.

Emotion: alarmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.07 Negative
PC2 (Disposition): -0.14

Role in Research

This story is one of 1,000 stories generated for the emotion alarmed. 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 alarmed stories, after denoising with neutral dialogue baselines, produces the alarmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the alarmed vector is projected through the unembedding matrix.

Promoted:
😰0.304
😨0.272
worse0.269
😣0.261
не0.254
Suppressed:
de-0.323
enthusi-0.258
happy-0.235
delight-0.225
ية-0.217