He felt his jaw clench, his teeth grinding. His son, Liam, had announced his embrace of Judaism, after growing up in a secular household. The room tilted. He saw the color drain from his wife's face, the slight tremor in her hands as she reached for her glass of water. A hot pressure built behind his eyes, threatening to spill over. He had to control himself. He took a deep, steadying breath, his fingers digging into the worn fabric of the sofa.

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