The air in the garage was thick with the smell of sawdust and stale motor oil. Liam, his hands already raw from a long day of work, leaned against his workbench, trying to clear his head. A knock. It was Mrs. Petrov, her face grim.

She started in, her words a torrent about damage and costs. The tree, she said, had to go. Liam's jaw clenched.

He looked at the tree, visible through the opening of the garage door. He felt a wave of nausea. He took a deep breath, trying to calm himself. The pressure in his chest increased with every spoken word.

He agreed to it, his voice tight. He watched her leave, the words of what he had agreed to hanging in the air.

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