The email arrived like a punch to the gut. *The Old Spaghetti Mill is Closing.* Sarah stared at the words, her breath catching in her chest. She reread it, then again, just to be sure. She usually ate there every Tuesday with her mother. The thought of that routine vanishing felt…wrong.

Her fingers fumbled as she tried to close the laptop. The screen wobbled, threatening to tip over. She gripped the edge of the desk, grounding herself. The coffee mug sat untouched, the warmth long gone. She felt a chill crawl over her skin.

"No," she whispered, the sound barely audible. She reached for her phone, intending to call her mother. The numbers blurred. She needed to sit down. She needed to *think.*

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290