The silence following the initial complaint was short-lived, replaced by a renewed assault of music. Amelia paced her cramped living room, the polished floorboards reflecting her increasingly agitated state. Her hands trembled as she clutched the phone, debating whether to call the building manager again.

She felt a hollowness in her stomach, a gnawing anxiety that refused to be quelled. The blood seemed to be racing in her ears. Each beat of the music seemed to amplify her apprehension, turning her into an echo chamber for all of the fear.

She bit her lip, the taste of blood a familiar comfort. She didn't know what to do. She considered and rethought all the options. She felt trapped.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169