I saw the words and a chill went through me. "Condominium Conversion." I looked at the letter, then looked around the room, trying to find something familiar, something stable. My breath hitched.

I pressed my palms against my temples, as if to ward off a headache. The noise of the city, the distant sirens, the neighbor's music, all seemed to intensify, to press in on me. I felt the overwhelming impulse to simply hide.

I sank onto the sofa, burying my face in my hands. The thought of losing this place, losing this life, caused a deep ache within. The future, once a distant prospect, now felt like a terrifying tidal wave.

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