The sudden silence in the room felt deafening. Amelia picked at a loose thread on the sofa, her gaze fixed on the intricate pattern. Across from her, Chloe’s voice had been cheerful, almost mocking, as she recounted the school play. Amelia recalled the stage, the heavy velvet curtain, the frantic scramble backstage. She remembered it differently. Chloe insisted they were best friends. Amelia's face felt tight. She remembered feeling isolated, utterly alone, hidden behind a mask of forced smiles. The memory felt like a raw wound, exposed after all these years.

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