The relentless beeping of the machine in the ICU was a constant reminder of his wife's condition. He sat beside her bed, his hands clasped tightly, his knuckles white. The worry gnawed at him, stealing his appetite and his sleep. Every rustle of the sheets, every cough, every beep, sent a jolt of anxiety through him.

Across the room, a woman with a haggard face and bloodshot eyes stared at her sick daughter. She wrung her hands. He noticed her; she was going through a lot.

Later, at the genetic testing lab, they both got the same result: Xerocytosis. A shared acknowledgement, a silent moment of unity.

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