The vibrant colors of the invitation seemed to jump out at Maya. She'd been preparing for a gala, but now she was sitting, staring blankly at the words printed on the card. It was as if her mind had been wiped clean, and she could remember nothing. The gala, the people she was meeting, all of it felt distant.

She got up and walked to the mirror, examining her reflection. Her eyes seemed strangely vacant. She tugged at her carefully styled hair. She felt the urge to undo it all, to strip away the artifice. Her fingers fumbled with her jewelry. She wanted to run.

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