The air tasted metallic, like fear. The small space seemed to shrink with every passing minute. Sarah found herself staring at the elevator's control panel, her mind replaying the moment the lights had flickered and died. She kept replaying the events in her mind.

She ran her fingers over the buttons, though she knew they wouldn’t work. The fear was a physical presence, a knot in her stomach that tightened with each creak and groan of the elevator. She wanted to scream, but the scream just caught in her throat.

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