The basement smelled of damp and mildew. Liam held the letter at arm’s length. His dad’s familiar script was scrawled across the paper. He didn't know what to make of it. His father, a man he always thought was happy in his work, had wanted out. He felt a sudden, unwelcome chill.

Liam's vision blurred, and he blinked hard, trying to regain his composure. He ran a hand over his face. The thought of his father wrestling with such decisions, privately, unseen, made his own stomach turn. He needed air. He slammed the basement door, needing to get out.

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