He’d been listening to music, headphones on, lost in the melodies. He never heard the wind until the impact. It shook the whole house. He ripped the headphones off. The silence that followed, broken only by the crackling of electricity, was more disturbing than the noise itself.

He ran to the window, his vision tunneling. It was the maple tree. The one that always looked like it was about to fall. His stomach churned. It wasn’t on his property. But still. What would the damage be? His pulse was racing.

He leaned against the wall, his chest heaving.

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