The silence of the old house pressed down on Emily. The photographs held a shocking secret: her great-aunt, a woman whose life had been one of quiet service and devotion to her husband, was pictured with a group of friends in the French Riviera, laughing with a man who wasn't her husband. They were sitting by a bar, and she looked wild, free.

Her hands shook so badly that she dropped the album. The pages scattered across the floor like fallen leaves. A wave of nausea hit her, and she stumbled, almost falling. Her throat felt tight, as if something were strangling her. She clutched at her chest, trying to regulate her erratic pulse.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

This story is one of 1,000 stories generated for the emotion terrified. 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 terrified stories, after denoising with neutral dialogue baselines, produces the terrified emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the terrified vector is projected through the unembedding matrix.

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309