He paced the length of his bedroom, the worn carpet offering no comfort under his bare feet. Each step was heavy, each breath a struggle. Thomas had to keep moving, keep busy. The article, the goddamn article, was a virus. He pictured the words, the embarrassing confessions, spreading through the digital ether. He wanted to scream.

He clenched his fists, knuckles white. The air felt thin, like he was trapped in a glass box, and the walls were closing in. He should call someone, tell someone. He couldn't.

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