The ornate invitation, delivered by hand, felt like a summons. He glanced at it, and then quickly away. The elegant script taunted him. He found himself avoiding mirrors, as if his reflection might reveal something he wasn't prepared to face. His appetite evaporated.

He tried to distract himself with work, burying himself in spreadsheets and reports. But the image of the reunion, the faces, the conversations, kept intruding.

He felt a tightening in his chest, a sensation of being utterly alone. He went and sat in the yard, hoping the fresh air would calm his nerves.

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