The dusty attic was a tomb. Sunlight pierced the grimy windows, illuminating motes of dust dancing in the air. My cousin, Sarah, was there with me, rummaging through boxes. Her eyes were sharp, evaluating each item. She found the old rocking horse, the one my sister and I played on as kids.

Sarah picked it up, testing its weight. “Needs some work, but it’s valuable," she said, her voice devoid of affection. She was planning to take it to a consignment shop, and the knowledge made my stomach churn.

I took a step back, suddenly feeling trapped. The tight space closed in on me. I wanted to breathe, but I couldn’t seem to get enough air. I felt the familiar burn of tears, and my mouth went dry.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294