The lawyer’s office was opulent, all dark wood and leather. Emily stared at the framed certificates on the wall, each one a testament to the man sitting opposite her. He spoke in calm, measured tones, explaining the legal ramifications. But the words were meaningless, a foreign language she couldn't comprehend. A cold sweat was forming on her brow.

She twisted her hands in her lap, her knuckles turning white. The plush leather of the chair felt like sandpaper against her skin. She had to ask him to repeat himself.

The elevator ride down felt unnaturally long, the steel walls closing in, pressing against her. The city outside, once a source of comfort, now seemed hostile and unwelcoming. She fled into the crowded street, the press of bodies making her feel trapped.

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