The lawyer’s office felt stuffy, the air thick with unspoken truths. David listened, trying to keep his face a mask of composure while the lawyer explained the will and the unexpected inclusion of a half-sister. His grip on the worn leather of the armchair tightened.

His vision swam for a moment, the room tilting precariously. He blinked, forcing himself to focus. He heard the lawyer’s voice, a steady drone, but the words seemed to bounce off a newly erected wall of disbelief.

David excused himself, saying he needed air. Stepping into the street, he found the noise and rush of the city overwhelming. He leaned against a building, the rough brick cool against his skin, trying to catch his breath.

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