The morning had started poorly, with burnt toast and a forgotten lunch. Now, as Michael stepped outside, the final straw broke. His jaw locked. His teeth ground together. He balled his fists, the knuckles turning white. Where the silver minivan usually sat, there was only the cold, empty asphalt.

He let out a strangled groan. Every problem, every worry, every looming deadline, seemed to converge into one massive, suffocating weight. The world seemed to shrink, the edges blurring until all he could focus on was the profound unfairness of it all. He started pacing, a restless tiger in a cage of his own making.

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