The house seemed to shrink around her, the air suddenly thick and hard to breathe. The list was clutched in her hand, the words blurring through a veil of unshed tears. 'Go on a cruise.' Her mother, who had been content with her house and garden. 'Speak French fluently.' A deep, rattling gasp escaped her.

She looked at the elegant script, the handwriting so familiar, yet the desires so foreign. She felt a profound sense of…displacement. Everything she knew about her mother felt like a carefully constructed facade, and she wasn't sure what lay beneath.

She dropped to her knees, the list falling onto the carpet, a silent testament to a life lived, but perhaps not fully. The room spun slightly. She felt a need to do something, anything to pull herself out of this sudden freefall.

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