The coffee sloshed over the rim of the travel mug as Sarah slammed the car door. Late again. Another pointless meeting awaited, another barrage of emails demanding immediate attention. She fumbled with the keys, her fingers clumsy, the metallic chill a stark contrast to the clammy palms. Then she saw it: the vacant space where her old Corolla usually resided. Her breath hitched.

A frantic scan of the street offered no clues. A knot tightened in her stomach, a physical manifestation of the day’s relentless pressures. "No, no, no," she whispered, her voice cracking. The bills, the deadlines, the ever-present feeling of being pulled in a million directions – it all coalesced into a sharp, piercing pain behind her eyes.

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