The air smelled of hot dogs and stale coffee. Amelia was carefully scanning a collection of chipped mugs when she noticed it. It was leaning against a stack of well-worn books, almost hidden from view. A sudden hollowness opened up in her stomach.

She felt a rush of heat, flushing her face. It was Paddington. Her Paddington. His duffel coat was frayed, his boots were missing. She found herself breathing shallow, rapid breaths. She didn't think, she didn't question.

She paid for the bear, her hands shaking so badly that she could barely manage the transaction. She hurried away, her vision swimming. She needed to get out of the chaos. She had to get away, as if running could distance her from the torrent of memories that threatened to consume her.

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