The phone rang, shattering the quiet of the small apartment. Sarah hesitated before answering, a knot forming in her stomach. It was her brother. "I got a letter," he said, his voice tight. "From... her." Sarah didn't need him to say the name.

She leaned against the kitchen counter, the ceramic cold against her back. The sudden reawakening of emotions was a heavy weight. She knew the letter was an attempt to heal, but it felt more like a fresh wound.

After they ended the call, Sarah found herself wandering through the apartment, touching things, as if trying to ground herself. The silence after the call made the hairs on her arms stand on end. She found herself staring at an old photograph, a picture she had held, had forgotten.

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