The small apartment felt like a pressure cooker. The air was thick, heavy, with the sounds of demolition. He paced back and forth, the same spot on the worn carpet becoming a well-worn path from endless anxious walking. His fingers fidgeted, picking at nonexistent loose threads.

He felt a familiar tightening in his chest, a sensation that had become all too common in recent weeks. The noise was unbearable. He needed to find some kind of release, some way to calm the racing thoughts in his head.

He grabbed his coat and hurried out the door, the abrupt movement making him stumble. The cool air outside did not provide relief. He started walking. He started running.

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