"But... but that's impossible," she stammered, the word catching in her throat. The lawyer’s face remained impassive. The room was too warm. She picked at the chipped nail polish on her thumb. The evidence was irrefutable, the lawyer had said. Someone else had beaten her to it.

The lawyer repeated the salient facts, and she nodded dumbly. Her mouth felt like it was made of cotton. She couldn't feel her feet on the floor. The world around her seemed to shrink.

She imagined the faces of her investors, the years of work, the dreams. All of it crumbling. She blinked rapidly, trying to clear her vision. The room swayed slightly. She wanted to run.

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