Her artwork, “The Whispering Woods”, was a tribute to her grandmother’s forest cabin. Now, a stranger bore a striking, exact replica of the painting on their thigh. Maya barely heard the man’s compliments; only a deafening ringing in her ears.

She felt a strange disassociation, as if she were watching herself from outside her own body. The room felt crowded, despite the sparse attendance. She excused herself, her legs feeling like lead.

She needed space, needed the quiet of her empty studio.

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