She pulled the curtains shut, even though it was already mid-afternoon. The sunlight, she now realized, was an enemy, a constant reminder of the outside world. The relentless hammering had started already, a rhythmic assault on her peace. Mr. Peterson, their new neighbor, had casually suggested it in the hallway that morning.

He wanted to cut down the tree, the one they shared.

Each beat of the hammer resonated within her, a physical ache. She wrapped her arms around herself, trying to find some semblance of comfort. Her breath hitched in her throat, a choked sob fighting to escape. She couldn't breathe, each breath was a struggle.

She wanted to scream.

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