Emily's hands trembled as she clutched her worn purse. The judge's words echoed in her ears – "custody hearing." She was fighting for her daughter, and the financial strain was crippling her. She had a cold fear that she wasn't enough.

She'd been aimlessly walking when she saw the shop, its window a kaleidoscope of baubles and forgotten objects. The ring, shimmering under the harsh glare of the overhead lights, was her grandmother's. It was a tangible link to her, to a time of love and support.

She felt a sudden urge to flee, to escape the weight of her responsibilities. But she stood her ground, her jaw set. "Can I see that ring, please?" she said, her voice barely audible.

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