The worn leather-bound journal, filled with her grandmother's elegant handwriting, lay open on the kitchen table. Its pages held secrets, memories, a lifetime of whispered confessions. Now, her mother needed to sell it to pay for bills. The news had emptied the air from the room. She felt cold.

She touched the faded ink, tracing the looping letters, her eyes blurring. The room had suddenly become a box that was closing in. Her chest felt constricted, as if an invisible band was tightening around it. She found it hard to breathe.

She wanted to scream, to lash out, but the words caught in her throat. She closed the journal and laid her head down on the table.

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