"So, what do you think?" Her mother’s voice was too loud, too cheerful. Emily stared at her, unable to form a response. The letter lay between them on the kitchen table, the words glaring. It felt like her world was starting to crumble, piece by piece.

She pushed her chair back, scraping it across the floor. She needed space, needed air. She walked into the garden, the bright sunlight stinging her eyes.

The trees seemed to lean in, watching her. A bird’s song grated on her nerves. She picked a flower and crushed it between her fingers. The petal dust coated her hands, and she felt a sickening pang of loss.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309