The announcement crackled over the PA system during lunchtime, a voice devoid of emotion delivering the news. Sarah dropped her half-eaten sandwich, the bread landing with a soft thud on the cafeteria table. Her appetite had evaporated.

Her hands began to shake uncontrollably. She stared blankly at the other students, their conversations suddenly muted, their faces etched with disbelief. The comforting buzz of the cafeteria transformed into an oppressive silence. The world seemed to tilt slightly on its axis.

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