The woman with the bright pink lipstick was trying to sell Clara a set of chipped porcelain dolls. Clara was barely listening. Her attention was elsewhere, fixed on a familiar form in the distance.

It was a small, brown bear with a tattered ribbon around his neck. It was the bear her mother had sewn for her when she was a child. Seeing the bear, her body tensed. A wave of nausea swept over her. She felt like she was trapped in a dream.

She purchased the bear, the transaction almost mechanical. She needed to leave, to escape the noise and the crowds. Back in her car, the silence was almost too much. She stared at the bear, his presence both comforting and devastating.

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