The weight in her chest was immense. She listened as Daniel admitted he had been pretending to be a doctor, when he was just a hospital janitor. Her breath hitched. She had believed every word, every elaborate anecdote. The carefully constructed persona he had crafted felt alien now.

The floor beneath her felt like it was shifting. She gripped the edge of the table, her knuckles white. The room swam into view. She needed to be somewhere else, away from the scene, away from the weight of this deception. Tears welled up in her eyes. She felt utterly depleted.

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