The letter’s contents became a cold weight in David's stomach. His scholarship was a clerical error. The words seemed to jump from the page and attack him. His palms began to sweat, leaving damp prints on the desk. He felt a wave of dizziness, the room spinning slightly.

He imagined his apartment, the things he owned, all the small comforts he'd accumulated in his first year of college. Each item now felt precariously placed, ready to be taken away. His future, which had been bright and full of promise, darkened. He stood up, but his legs felt like jelly, the world becoming shaky around him.

He pushed the chair aside, needing to move, to do something, anything. He paced his small bedroom, the movement agitated and frantic. He reached for his phone, but let it drop to the floor. The sound was swallowed up by the sudden silence.

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