The house across the street seemed to watch her, its windows dark and unreadable. A chill crept over her skin. She wrapped her arms around herself, trying to ward off the cold. The absence of her car felt like the loss of a limb.

Her mind raced, cycling through a series of increasingly improbable scenarios. She chewed on her lip, a nervous habit she thought she had outgrown. The street, usually bustling with activity, was deserted, the silence amplifying the thrumming in her ears.

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