The proposed fence was a dark stain on his bright day. He felt a pressure in his chest. A silent, internal scream.

He began leaving the lights on, the shadows of the night seemed to have multiplied. The darkness was a threat. The darkness was a weight.

He found himself pacing the yard, his hands clenched into fists. He watched the neighbor, his mind running wild with anxieties. He hated the thought of feeling trapped.

He began drinking heavily. The alcohol offered no solace, only a temporary reprieve from his mounting panic. Everything was 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