He kept fiddling with his tie, the silk knot suddenly feeling like a noose. "Another week," John muttered, his voice tight. The deadline for the promotion announcement loomed. His stomach churned with every email notification, each one a potential blow. He and Maria were the only ones in contention.

He stood and paced the cramped office space, the worn carpet offering no solace. His shoulders were bunched, his breath shallow. Maria, effortlessly composed, was currently presenting to the regional manager.

He picked up a pen and snapped it. He’d never felt so wound up.

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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169