The chipped paint on the picnic table seemed to blur before her eyes. The way Clara spoke about the carnival, her voice full of light, made her want to retreat into herself. She remembered the crowds, the overwhelming noise, the dizzying rides. Her memory felt like a collection of fragmented images, each one a source of unease. Her heart hammered against her ribs, a frantic rhythm against the easy cadence of Clara's recollections. The food on her plate suddenly lost its appeal.

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