“It’s just… it’s been a long time,” Mark stammered, his voice cracking. Across the table, Alex tilted his head. He looked… confused. Mark felt a cold sweat break out on his forehead. The restaurant, filled with the murmur of conversations and the clinking of silverware, suddenly felt too loud, too close. He wanted to scream, to run. He felt an intense need to hide, to disappear before Alex could see the devastation etched onto his face. The world seemed to shrink around him, the walls closing in.

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