The contract negotiations had been brutal. Every counter-offer, every demand, was a fresh jab. He’d barely eaten all day. He ran a hand over his face, feeling the fatigue etched into his skin. The phone rang again; it was his boss, with more bad news. Just as he was hanging up, the ground vibrated. He stumbled to the window, his vision swimming. The giant oak, the one everyone had always said was a danger, was down. It had taken out a section of his hedge. He let out a strangled groan.

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