He stared at the document, the antique typeface mocking him. He’d stumbled upon it while clearing out his father's study. The letter was a declaration, a severing of ties. From his father's company. Before he had been born.

He felt the blood drain from his face. His skin prickled with a sudden chill. He stood frozen, unable to move. A tightening in his chest made it difficult to breathe. The silence of the room felt oppressive, heavy.

He had no frame of reference for this. His father had always been… present. Stable. But now, this letter challenged everything he knew. He felt an overwhelming urge to rip the paper to shreds, to destroy the evidence.

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