The weight of the wallet seemed to press down on Ethan's chest, making it difficult to breathe. He sat in his car, parked on a deserted street, the streetlights casting long, dancing shadows. He had discovered it on the way home, lying abandoned in the road.

He repeatedly checked his rearview mirror, convinced he was being followed. The faces of the people in the town suddenly seemed suspicious, their eyes boring into him. He felt exposed, vulnerable.

His hands shook as he gripped the steering wheel. He wanted to scream. He wanted to vanish. He felt like he had done something incredibly wrong.

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