The flickering neon sign of the laundromat cast long, dancing shadows. Sarah, her face drawn with exhaustion, sorted through a mountain of laundry. Her baby wouldn't stop crying, her husband was working late, and the dryer was broken, of course.

A forgotten wallet sat on a washing machine, practically overflowing with money. Her breath hitched. Inside, there was enough to replace the dryer and maybe get a few groceries.

She turned away, but an overwhelming desire to take it was beginning to take root. Her fingers itched to grab hold of it. She imagined her baby happy, her husband relieved.

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