Sweat beaded on Elias’s brow. His hands, usually steady when crafting pottery, now fumbled with the clay. He’d arrived at the workshop expecting Master Jian to be there, humming as he worked. The workshop was silent. The only thing in the studio was a short note, scrawled on a scrap of parchment pinned to the wall. “Farewell. The kiln is yours.” Elias stared at it, the words a hammer blow to his gut. His stomach twisted into a painful knot. He ran a hand through his hair, the clay dust making him feel dirty. He was on his own.

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