He stared at the email, the words blurring before his eyes. It was a simple "no," disguised as an assessment. Liam's hands clenched into fists, the knuckles turning white. He felt a throbbing ache behind his eyes, a relentless pressure building.

He pushed away from his desk, the chair scraping loudly against the floor. He needed air, desperately. He moved to the window, staring out at the cityscape, normally a source of inspiration, but now just a backdrop to his despair.

He felt a deep sense of wrongness, as though the world had tilted on its axis, leaving him unmoored.

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