The cookbook was open, but she couldn't focus on the words. The recipe, her own for "Spiced Pear Tartlets," had been stolen and published under a different name. Her hands began to tingle, and her breath came in shallow, rapid gasps.

She felt a terrible lightness, as if she might float away. She closed the book, but the image of the recipe, the familiar words, remained burned onto the inside of her eyelids. She slumped in her chair. The room felt cold, the shadows lengthening.

She wanted to erase it, to pretend it never happened, but the knowledge was now a constant, unwelcome companion.

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