The air thrummed with unspoken hostility. Amelia watched through the blinds, her face a mask of controlled fury. The workers, oblivious, continued their task, the fence taking shape like a prison wall.

She found herself biting her lip, her hands clenched into fists. She felt a burning sensation in her throat. The fence was a personal attack. It was a declaration of war.

She wanted to march over there and confront them, to make them stop, but the thought of the encounter, the potential conflict, terrified her. She remained behind the blinds, a prisoner in her own home.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290