The wind howled, rattling the windows of her apartment. Emily shivered, pulling her sweater tighter. The card lay open on the kitchen table, illuminated by the flickering light of the gas stove. She kept rereading the short message: "Wishing you the best, today and always." Her pulse quickened.

She felt a strange disconnect, as if the world were slightly out of focus. She went to pour herself a cup of tea but found she couldn't remember where she put the tea bags. Her breath hitched. The mundane details of her routine had become impossible to grasp.

Every creak of the building, every gust of wind, amplified her growing sense of vulnerability. It was as if someone was watching, waiting. The anonymity of the greeting made it worse; she was vulnerable.

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