The neighbor had always been amiable, a friendly wave across the shared lawn. Now, though, the prospect of the fence made his smile seem… calculated. Michael found himself avoiding eye contact.

He was suddenly obsessed with security. He installed new locks, a security camera. He started sleeping with a baseball bat beside his bed, a heavy presence. Every night was a struggle, his mind racing.

He was convinced that something terrible was coming. The fence, he knew, was just the beginning. The world had shifted, and he was no longer safe.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293