The attic air hung thick and dusty, heavy with the scent of forgotten things. Sarah’s fingers trembled as she pulled the first box from the stack. Old report cards, she’d expected. Maybe a few childhood drawings. She hadn't anticipated the sheer volume. Each box overflowed with neatly organized folders, all labeled with her name and grade level.

A wave of chill washed over her, making her breath catch in her throat. She pulled open a folder from her fourth-grade year and saw a math test, the top corner still bearing her mother’s meticulous handwriting: "Sarah, A+."

Her pulse quickened, a frantic drumbeat against her ribs. Why had her mother kept all of this? She felt a tightening in her chest, a pressure that made it difficult to swallow. The shadows in the attic seemed to deepen, pressing in on 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