The listing appeared on Sarah’s feed, a digital ambush. The photo of the front yard, once overflowing with laughter and games, was now manicured and sterile. A wave of dizziness washed over her, making her sway slightly.

She hunched over the screen, her fingers digging into the edge of her desk. She felt a profound sense of vulnerability, as if she were suddenly exposed, stripped bare. The words of the description swam before her eyes: "move-in ready," "perfect for a family."

She squeezed her eyes shut, trying to block out the images, the feelings. Her throat felt tight, and she had to swallow several times to force the lump down. She needed to escape, to disappear. She grabbed her keys, her movements jerky and uncoordinated.

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