The words on the page blurred. I felt a surge of heat rush up my neck. I blinked, trying to clear my vision. “Condominium Conversion.” It wasn’t just a notice; it felt like an accusation. My hands started to sweat, dampening the paper.

I ran a hand through my hair, feeling the strands stick to my clammy forehead. My breath came in shallow, rapid gasps. The walls suddenly seemed to shrink, pressing in on me.

I gripped the edge of the kitchen counter, using it for support. I wanted to scream, to lash out, but all I could manage was a low, involuntary whimper. The apartment, once my haven, now felt like a cage.

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