The sunlight sliced through the dusty panes of the basement window, illuminating the images spread across Clara's worktable. Her great-aunt Eleanor, the spinster librarian, infamous for her sharp tongue and severe demeanor, was pictured riding a motorcycle, her hair streaming out behind her, wearing leather and a mischievous smirk. Clara's mouth opened and closed soundlessly.

Her breath hitched, her lungs feeling too small. These photos completely shattered the image Clara had. Eleanor was a legend in the family; it was a legend she had believed. Clara felt dizzy, as if she were about to lose her balance. “But… but she hated loud noises,” Clara stammered, addressing the room at large. This was more than just a deviation from the narrative; it was a complete fabrication.

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