The attic was stifling, the air thick with the scent of mothballs and forgotten things. She picked up the photo, her fingers brushing against the brittle paper. Her mother, the epitome of grace and poise, was in the picture. Her face was bruised and cut, and she looked utterly defeated.

Her hands began to shake. Her vision blurred, and the world seemed to spin. She struggled to remain upright. The comfortable familiarity of her home suddenly felt menacing, the shadows in the corners morphing into unknown horrors.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294