The note was a thin, white paper airplane pinned to her door. "Excessive noise levels. Please be considerate." The words swam before her eyes. She crumpled the note in her fist, the paper crackling like a fragile heart. She slammed the door shut, the sound echoing in the sudden silence of the apartment. She paced, the hardwood floor creaking with each agitated step. Her hands trembled as she reached for her headphones, shoving them on, the music a loud, desperate attempt to fill the emptiness.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210