The aroma of her signature "Honey Lavender Shortbread" wafted from the artisan bakery down the street. It was identical to hers. She felt a knot tighten in her stomach, and she found herself backing away, as if physically repelled.

She had shared the recipe with the woman who ran the shop, a friendly face she had trusted. Now, the shop was thriving, while her own small business was struggling. She felt a burning sensation behind her eyes.

She found herself walking faster, her head down, trying to avoid eye contact with anyone. She needed to put as much distance between herself and the bakery as possible.

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