The envelope was plain, unremarkable, yet it felt as heavy as a brick in Maya's hand. She ripped it open, her fingers fumbling with the paper. Reading the words, the blood seemed to drain from her face. Her vision swam. The air thickened in her lungs.

She imagined herself out on the street, her few possessions piled on the curb. Where would she go? What would she do? A sob escaped her, tight and strangled. She felt the sudden urge to hide, to disappear.

She spun around, her gaze darting around the small apartment, searching for an answer. She noticed dust motes dancing in the sunlight streaming through the window, suddenly feeling the weight of the months of deferred cleaning. She felt a burning in her eyes, tears threatening to spill.

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