The drive home from work had been long and tiring, but the silence inside the house was far more draining. He found her sitting at the kitchen table, a textbook open in front of her. The script was unfamiliar, yet hauntingly familiar.

He didn't say anything, just stood there, watching her. Her movements were jerky, her face closed off. She looked up, and for a fleeting moment, he saw panic flicker in her eyes before she masked it with a forced smile.

"Hi," she said, her voice sounding flat. The greeting felt like a sentence loaded with unspoken words. It was like a door had closed, and he was on the outside.

He excused himself, suddenly needing to be away from her, from this new reality. The apartment seemed too small, the air too thick.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290