The first nail driven into the post felt like a blow to the gut. David, watching from his living room window, felt a sudden, overwhelming urge to scream. The noise, the constant hammering, it was a torment.

He went to the window to shut it, but then, he paused, a strange defiance rising inside him. It wasn't just the noise, it was the implied isolation. The fence created a separation. He felt trapped.

He took a deep breath, trying to calm himself. The fence felt like a personal affront. He grabbed his coat, an unfamiliar desire to confront his neighbor, Mr. Peterson. He had to say something. He had to stop them.

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