"No, no, no," whispered David, the words catching in his throat. He ran his hand through his hair, leaving his fingers tangled and messed up. His car, a gift from his grandmother, was vanished.

The thought of his grandmother, of the value the car had held, intensified the unpleasantness. His legs were wobbly, almost giving way. He wanted to sit down, to hide.

He couldn't even recall any recent bad events that would account for the towing. This was the worst feeling, like standing on the edge of a great cliff.

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