The list was on the refrigerator, held up by a magnet shaped like a smiling avocado. "Go skydiving," it read. She looked at the words, her eyes stinging. Her partner, Ben, had a fear of heights, a fact they discussed regularly.

She pulled the avocado magnet off, examining it with an intensity she couldn't explain. She looked at the avocado and felt it was judging her. Her hand trembled as she placed the list back on the fridge, smoothing the paper.

The kitchen, usually a place of comfort, seemed suddenly foreign. The smell of coffee brewing did nothing to calm the chaos in her mind. Her gaze kept returning to the list, to the impossible prospect of him leaping from a plane.

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