The workshop, usually filled with the scent of sawdust and oil, was strangely still. The tools, usually neatly arranged, sat in a haphazard pile. There was no sign of Mr. Olsen. The foreman, a gruff man who usually dismissed me with a wave, gave a half-shrug. "Retired. Didn't say much." I felt a sudden, sharp pain in my gut. My hands were shaking so hard I could barely stand. I leaned against the workbench, trying to steady myself. The weight of his absence pressed down on me, heavy and suffocating.

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