The letter, found tucked inside a cookbook, landed on Eleanor’s kitchen counter with a soft thud. It was addressed to her sister, Sarah, and dated years before their falling out. The paper crackled as she picked it up, the handwriting shaky and unfamiliar.

Her hands trembled as she sat at the kitchen table, the silence amplifying the frantic rhythm of her pulse. It detailed a shared dream, a secret wish, a heartfelt expression of love that had never been spoken aloud.

She felt a strange disconnect, as if looking at a stranger's life. The words, so familiar in their sentiment, felt like a punch to the gut. The world seemed to tilt on its axis, and she suddenly felt a need to sit down.

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