The doorbell's chime, usually a friendly sound, echoed through the house, sending a jolt through Amelia's spine. She peeked through the peephole to see Mr. Peterson, his face a mask of mild disapproval. He held a piece of paper in his hand.

After he left, Amelia leaned against the door, feeling weak. The note, detailing the noise from her dance class practice, had felt like a punch. Her heart raced, a frantic drumbeat against her ribs. She couldn’t seem to catch her breath.

She stared at the mirror, her face pale. She thought about cancelling the evening's practice, the thought a cold stone in her gut. Her apartment, usually a haven of movement and music, now felt like a cage.

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