He stared at the words, the typed confession from his former supervisor, Mr. Peterson. The man had destroyed his career. Years of hard work, gone. But it had taken so long to get here, to receive a simple apology. He'd waited so long.

His hands shook as he reread the letter, the typed words in front of him. A wave of dizziness rolled over him. He felt as if the room was tilting, the walls closing in. He sat down hard, his back against the wall.

A tremor went through him, as if something inside him had broken. He closed his eyes, the words of the letter replaying themselves in his mind. He opened his mouth, but no sound came 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