He ran a hand through his hair, leaving it standing on end. The email from his boss, the leaky faucet, the endless to-do list – it all pressed down on him, a physical weight. The knock at the door, polite but insistent, made him jump.

It was Mr. Henderson, his neighbor. A small, unassuming man with dirt perpetually under his fingernails. “Good morning, David. Lovely weather, isn’t it?” he began cheerfully. “I was hoping, perhaps, I could… well, could I use a bit of your land for a small garden bed? Just for tomatoes, really.”

David felt the tightness in his chest intensify. His vision blurred for a moment. He hadn't slept properly in days. He couldn’t handle one more thing. “I… I’ll have to think about it,” he mumbled, his voice gravelly. He gripped the door frame. “Maybe some other time.”

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