The attic stairs groaned beneath her feet as Emily ascended, a sense of foreboding settling in her stomach. The air was stale, heavy with the scent of dust and forgotten things. Her mother’s old trunk sat in the center of the room. Inside, a treasure trove of her childhood.

Her fingers trembled as she lifted the first item: a drawing of a lopsided house, signed with her name in clumsy letters. A wave of dizziness washed over her. She pressed a hand to her forehead, trying to ground herself.

A coldness seeped into her bones. The attic seemed to tilt, the shadows lengthening and twisting. The weight of all these carefully preserved memories was almost unbearable. She stumbled backward, gasping for breath.

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