The children were excited. "A fence!" they'd exclaimed. But for Clara, the news felt like a physical blow. The cheerful chatter of the neighborhood now felt… oppressive.

She had always enjoyed the open spaces, the ability to see beyond her own property. Now, there would be a barrier, a hard line. Her shoulders slumped.

She found herself retreating, spending more time inside, the sounds of construction just outside her window grating on her. The world, once filled with light, now seemed dim and uncertain.

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