The clatter of the teacup against the saucer nearly made Amelia jump. Her mother sat across from her, a serene smile gracing her lips. "I've decided to become a Buddhist," she announced, her voice soft as a falling leaf. Amelia's hands, usually steady, were now trembling. She clasped them tightly in her lap. The familiar floral wallpaper seemed to constrict, the air in the sunroom suddenly thin. Her mind raced, picturing her mother in orange robes, chanting, a world away from the church choir and Sunday roasts she'd always known.

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