The laptop screen cast an unwelcome glow on Amelia's face, reflecting the tremor in her hands. Her breath hitched, shallow and rapid. She scrolled through the comments, each one a tiny barb, skewering her teenage self. They knew. Everyone knew. That awkward poem about the school janitor, the unrequited crush on Mr. Henderson, the secret pact with Sarah about running away to become lion tamers. Her stomach churned.

She slammed the lid shut, the click echoing in the sudden quiet. Then, she jumped up, paced her small apartment. The world had shrunk to the size of her living room. She needed to escape.

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