He found them tucked away in the back of the linen closet: a series of notebooks, each filled with his handwriting, his thoughts, his dreams from adolescence. David stood frozen, the harsh fluorescent light of the closet reflecting off his wide eyes.

The past seemed to press in on him, the ghosts of his younger self whispering in his ears. He started to fidget, unable to stand still. He felt the blood draining from his face. The air grew thin, hard to draw in.

He slammed the closet door shut, the abrupt sound echoing in the silent house. His breath came in shallow pants. He had to get away, to distance himself from the intensity of the discovery.

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