The house looked smaller than she remembered, diminished somehow. She stood at the edge of the property, the overgrown weeds brushing against her ankles. She hadn't wanted to come, but her brother had insisted.

Her heart hammered against her ribs, a frantic rhythm against the backdrop of the city's ceaseless hum. Her fingers fidgeted with the hem of her jacket. She pictured the interior, the faded wallpaper, the squeaky floorboards, the scent of her grandmother's cooking.

A crow cawed overhead, a harsh, unwelcome sound that jolted her. She jumped, her body tensing. She wished she was anywhere else, a million miles from this place.

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