The librarian gave him the file, the professor’s words already ringing in his ears. He sat at a table, the documents spread before him. Each page felt heavier than the last. His breath came in shallow, rapid gasps.

He rubbed his temples, trying to clear the fog that had descended over his mind. Every word was a potential accusation, every sentence a potential trap. He felt a sudden, urgent need to flee, to disappear.

He pushed the chair away from the table, a scraping sound echoing in the silent library. His gaze darted to the door, a beacon of hope in this suddenly overwhelming space.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314