The invitation sat on Amelia's fridge, a stark white rectangle mocking her with its cheerful font. Every time she reached for milk, she flinched, as if the paper could bite. Her palms were perpetually damp now, even in the air-conditioned house. The retirement party was next Saturday.

She considered feigning illness, maybe a sudden and convincing case of laryngitis. The thought brought only a fleeting sense of relief before her stomach lurched. The speech. She'd agreed to give a speech. Why had she agreed?

Her jaw felt tight as she practiced her intro in the mirror, her voice a thin, reedy whisper. She felt a tickle in the back of her throat, a prelude to a cough she fought to suppress. This simple act of preparation felt like wading through quicksand.

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