He folded the letter meticulously, the action precise, almost ritualistic. Then, he placed it back inside the envelope, sealing it with a practiced hand. He stood very still, his back straight, his eyes fixed on a point in the middle distance. The sounds of the city, usually a comforting backdrop to his life, now seemed to mock his equilibrium.

He slowly walked to the refrigerator, opened it, and stared blankly at the contents. He wasn’t hungry. He wasn’t thirsty. He closed the door. He felt a knot in his stomach, a physical representation of the knot in his future. He felt trapped in his own body.

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