The doorbell chimed, a shrill sound that sliced through the quiet tension clinging to Amelia’s apartment. Her jaw clenched. She knew exactly who it was—another attempt at a 'friendly' visit from her mother. She yanked the door open, ready to deflect the inevitable criticisms about her career choices. Instead, a delivery man stood there, holding a vibrant bouquet of sunflowers. No card.

Her breath hitched. Sunflowers. They were her grandmother's favorite. A wave of dizziness washed over her. She accepted the flowers, the stems cool and slick against her palm. A knot tightened in her stomach. Who? And why?

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