He hadn't been to sleep well since the notice arrived. The constant thump of his heartbeat echoed in his ears. The fence... it meant something dark, something he couldn't name, but knew instinctively.

He started listening to the wind, imagining how it would sound against the new wall. He tried to think of his favorite things, the things that made him happy, but his thoughts kept returning to the growing barrier.

His stomach clenched. The laughter of children, the sounds of the birds – all of it now seemed muted, as if filtered through a heavy, oppressive silence. He was trapped.

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