The aroma of freshly baked bread, usually a comfort, now felt like a taunt. From the window, she saw him walking towards the house, his face hidden behind a newspaper. A sense of foreboding washed over her.

She had overheard a snippet of conversation yesterday, just enough to plant a seed of doubt. The seed had taken root quickly, blossoming into a thorny, twisting vine that now seemed to be choking her.

She felt her stomach clench. Her fingers felt numb as she mechanically continued to knead the dough. The silence of the kitchen was broken only by the rhythmic thud of her own heart. A deep unease settled over her.

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