The phone call had ended, leaving her with a buzzing in her ears. The neighbor, so amiable just weeks ago, had announced the decision with a breezy tone that grated on her nerves. She felt a prickle of something unpleasant crawling up her spine.

She found herself checking the lock on her front door, then the back. Again. She saw her reflection in the glass of the window: a pale face, eyes wide and unfocused. She felt an urgent need to be absolutely sure.

That evening, she couldn't sleep. Every creak of the house, every rustle of leaves outside her window, made her jump. Images of the fence, dark and unyielding, filled her thoughts. She found herself whispering to herself, "It's just a fence. It's just a fence." The words felt hollow, insufficient.

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