A cold sweat slicked down her back as she paced her tiny apartment. The unopened bills piled up on the kitchen counter like a mocking reminder of her mounting problems. Sleep had become a distant memory; the nightmares, vivid and unrelenting. Her breath hitched in her chest; she needed to focus, to find a way out, but her mind spun in circles.

In the sterile waiting room of a specialist clinic, her gaze locked with a man across the room. He was picking at the skin around his thumbnails, his face etched with lines of worry. He seemed to understand her internal turmoil.

“You have Xerocytosis?” the doctor asked. Then, she turned to the man and he nodded. A shared sigh of understanding.

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