The aroma of burning onions filled David’s apartment, an acrid reminder of his current state. He fumbled with the wooden spoon, his hand shaking slightly as he tried to salvage the soup. He'd ruined it, the third batch of the day. He wiped sweat from his brow, his usually keen senses dulled.

He looked at the newspaper, the article glaring from the front page. "The Spicy Symphony" a restaurant with rave reviews, and the secret, the "Fiery Feast" that he had invented. He had shown it to a business partner, and they'd cut him out. Now, they were rich, and he was alone.

He slammed the spoon onto the counter, his frustration boiling over. He had to be calm, he knew, but it was just so difficult to think about it all.

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