He slammed his fist on the kitchen table, the sudden noise making the dishes rattle. *“He was such a drama queen!”* The comments, the article—they were all a relentless barrage of judgement. He felt a cold knot forming in his stomach.

He ran a hand through his hair, tugging at the roots. His jaw clenched. He felt a sudden, overwhelming urge to run, to escape. But there was nowhere to go. This was it.

He grabbed his keys and jacket, not sure where he was going. He had to get out, he needed air, he needed anything to stop the buzzing in his head. The weight of his past, laid bare, was crushing him.

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